Chp 14 Support Vector Machines

Hands-on Machine Learning with R
Boookclub R-Ladies Utrecht and R-Ladies Den Bosch

Martine Jansen

stRt

  • Organized by @RLadiesUtrecht and @RLadiesDenBosch
  • Meet-ups every 2 weeks on “Hands-On Machine Learning with R”
    by Bradley Boehmke and Brandon Greenwell
  • No session recording!But we will publish the slides and notes!
  • We use HackMD for making shared notes and for the registry:
    https://hackmd.io/3rAbHxj5RqSaUAIE-shY2A
  • Please keep mic off during presentation. Nice to have camera on and participate to make the meeting more interactive.
  • Questions? Raise hand / write question in HackMD or in chat
  • Remember presenters are not necessarily also subject experts
  • Remember the R-Ladies code of conduct.
    In summary, please be nice to each other and help us make an inclusive meeting!

Support Vector Machines

  • Supervised Learning Algorithm
  • Binary classification by means of separating hyperplane
  • Can be extended to more than two classes
  • Can also be used for regression

Hyperplane

  • Object one dimension less than dimensions of space
  • in d dim: \(f(X)=\beta_0 + \beta_1X_1 + \ldots+\beta_pX_p = 0\)
  • \(Y \in \{-1,1\}\)
  • \(f(X)>0\): point X on one side, \(f(X)<0\): point X on other side
  • \(Y_i*f(X_i)>0\), point on correct side of plane

Hard Margin Classifier

  • Boundary with maximum separation (2M) between classes
  • Maximizing distance to closest points from either class
  • Points on the margin are Support Vectors

Soft Margin Classifier

  • Sometimes data are separable by hyperplane
  • HMC not robust for noisy data
  • Solution:
    • allow points in margin or on wrong side hyperplane
    • budget for wrong points \(C\) (hyperparameter \(\rightarrow\) tuning)

But then this:

  • Enlarge the feature space by adding more features
  • Here with \(X_3 = X_1^2 + X_2^2\), a polynomial function degree 2
  • With new feature space hyperplane still linear, not so in original feature space

Support Vector Machines

  • Enlarge feature space in structured way, with kernels
  • Polynomial kernel degree \(d\) and scale \(\gamma\):
    • \(K(x_i,x_{i'}) = \gamma(1+\sum_{j=1}^p x_{ij}x_{i'j})^d\)
  • Radial kernel:
    • \(K(x_i,x_{i'}) = exp( \gamma \sum_{j=1}^p (x_{ij}-x_{i'j})^2)\), with \(\gamma = \frac 1 {2\sigma^2}\)
  • …
  • Hyperparameters found with tuning
  • SVMs are extremely flexible and capable of estimating complex nonlinear decision boundaries
  • Advice authors: start with radial kernel

Example 1/n

# Libraries needed
library(tidyverse)
library(kernlab)  # fitting SVMs
library(mlbench)  # ML benchmark data sets

# Simulate data
set.seed(0841)
spirals <- as.data.frame(
  mlbench.spirals(300,
                  cycles = 2,
                  sd = 0.09))
names(spirals) <- c("x1", "x2", "classes")
head(spirals)
         x1          x2 classes
1 0.3894633 -0.01786672       1
2 0.2731469  0.04359156       1
3 0.3394452  0.05940869       1
4 0.1959808  0.09491952       1
5 0.2001946 -0.58237355       2
6 0.3331377  0.12047611       1
# make a plot
ggplot(spirals, aes(x = x1, y = x2)) +
  geom_point(aes(shape = classes,
                 color = classes),
             size = 3, alpha = 0.75) +
  xlab(expression(X[1])) +
  ylab(expression(X[2])) +
  xlim(-2, 2) +
  ylim(-2, 2) +
  coord_fixed() +
  theme_bw(base_size = 20) +
  theme(legend.position = "none")

Example 2/n

# Fit an SVM using a radial basis function kernel
spirals_svm <- ksvm(classes ~ x1 + x2, 
                    data = spirals, 
                    #Radial Basis kernel "Gaussian":
                    kernel = "rbfdot",
                    C = 500, 
                    prob.model = TRUE)
spirals_svm
Support Vector Machine object of class "ksvm" 

SV type: C-svc  (classification) 
 parameter : cost C = 500 

Gaussian Radial Basis kernel function. 
 Hyperparameter : sigma =  1.56383735596073 

Number of Support Vectors : 82 

Objective Function Value : -15568.76 
Training error : 0.023333 
Probability model included.

Example 3/n

# Grid over which to evaluate decision boundaries
npts <- 500
xgrid <- expand.grid(
  x1 = seq(from = -2, 2, length = npts),
  x2 = seq(from = -2, 2, length = npts)
)

# Predicted probabilities (as a two-column matrix)
prob_svm <- predict(spirals_svm, 
                    newdata = xgrid,
                    type = "probabilities")

xgrid2 <- bind_cols(xgrid, prob = prob_svm[,1])
head(xgrid2)
         x1 x2      prob
1 -2.000000 -2 0.2344511
2 -1.991984 -2 0.2353928
3 -1.983968 -2 0.2363789
4 -1.975952 -2 0.2374113
5 -1.967936 -2 0.2384918
6 -1.959920 -2 0.2396225

Example 4/n

# Scatterplots with decision boundaries
ggplot(spirals, aes(x = x1, y = x2)) +
  geom_point(aes(shape = classes,
                 color = classes),
             size = 3, alpha = 0.75) +
  xlab(expression(X[1])) +
  ylab(expression(X[2])) +
  xlim(-2, 2) +
  ylim(-2, 2) +
  coord_fixed() +
  theme_bw(base_size = 20) +
  theme(legend.position = "none") +
  stat_contour(data = xgrid2, 
               aes(x = x1,
                   y = x2, 
                   z = prob), 
               linewidth = 1,
               breaks = 0.5,
               color = "black")

Extensions

  • More than two classes
    • One vs all: fit SVM for each class (one class vs the rest), classify to class with largest margin
    • One vs one: fit all pairwise svms (1 vs 2, 1 vs 3, …) and most voted class wins
  • Support vector regression
    • find a good fitting hyperplane in a kernel-induced feature space that will have good generalization performance using the original features

Example Job attrition 1/n

  • Intent to predict Attrition
  • Tune and fit an SVM with a radial kernel (hyperparameters and C)
  • K-fold cv, can be time consuming
# Load attrition data
df <- modeldata::attrition %>% 
  #change all factors to unordered factors
  mutate_if(is.ordered, factor, ordered = FALSE)

# Create training (70%) and test (30%) sets
set.seed(123)  # for reproducibility
library(rsample)
churn_split <- initial_split(df, prop = 0.7, strata = "Attrition")
churn_train <- training(churn_split)
churn_test  <- testing(churn_split)

Example Job attrition 2/n

# Tune an SVM with radial basis kernel
library(caret)
set.seed(1854)  # for reproducibility
churn_svm <- caret::train(
  Attrition ~ ., 
  data = churn_train,
  method = "svmRadial",               
  preProcess = c("center", "scale"),  
  trControl = trainControl(method = "cv",
                           number = 10),
  tuneLength = 10
)

# different results than in book?
ggplot(churn_svm) + 
  geom_text(aes(label = C),
            hjust = "inward",
            nudge_y = -0.001) + 
  theme_light()

Example Job attrition 3/n

  • Probabilities is not naturally for SVM, but can be “estimated”
# Control params for SVM
ctrl <- trainControl(method = "cv",  number = 10, classProbs = TRUE, 
                     summaryFunction = twoClassSummary ) # needed for AUC/ROC
# Tune an SVM
set.seed(5628)  # for reproducibility
churn_svm_auc <- train(Attrition ~ ., 
                       data = churn_train, method = "svmRadial", 
                       preProcess = c("center", "scale"), 
                       metric = "ROC",  # area under ROC curve (AUC)
                       trControl = ctrl, tuneLength = 10)

churn_svm_auc$results %>% round(4)
    sigma      C    ROC   Sens   Spec  ROCSD SensSD SpecSD
1  0.0094   0.25 0.8238 0.9641 0.3688 0.0589 0.0149 0.0838
2  0.0094   0.50 0.8240 0.9652 0.3816 0.0588 0.0173 0.0689
3  0.0094   1.00 0.8243 0.9652 0.3757 0.0586 0.0197 0.0946
4  0.0094   2.00 0.8271 0.9791 0.3504 0.0584 0.0092 0.1022
5  0.0094   4.00 0.8234 0.9826 0.3022 0.0583 0.0113 0.0826
6  0.0094   8.00 0.8122 0.9837 0.3129 0.0543 0.0098 0.1370
7  0.0094  16.00 0.7957 0.9837 0.2827 0.0532 0.0098 0.1288
8  0.0094  32.00 0.7864 0.9826 0.3018 0.0537 0.0147 0.1380
9  0.0094  64.00 0.7865 0.9861 0.2710 0.0540 0.0107 0.1104
10 0.0094 128.00 0.7865 0.9837 0.2776 0.0540 0.0098 0.1209

Feature Interpretation

  • SVMs do not emit any natural measures of feature importance
  • We can use vip()
# We want reference class "Yes" 
# Make function returning prob of "Yes" 
prob_yes <- function(object, newdata) {
  predict(object, newdata = newdata, type = "prob")[, "Yes"]
}

set.seed(2827)  # for reproducibility
vip::vip(churn_svm_auc, 
         method = "permute",
         nsim = 5, 
         train = churn_train, 
         target = "Attrition", 
         metric = "auc", 
         reference_class = "Yes", 
         pred_wrapper = prob_yes) +
  theme_bw(base_size = 12)

PDP

ppdp <- function(x){pdp::partial(churn_svm_auc, pred.var = x, which.class = 2,
                                 prob = TRUE, plot = TRUE, plot.engine = "ggplot2") +
  coord_flip() + theme_bw(base_size = 12)
}
#library(patchwork)
ppdp("OverTime") +  ppdp("WorkLifeBalance") + ppdp("JobSatisfaction") + 
  ppdp("JobRole") + plot_layout(ncol = 2)

modeldata::attrition

     Age Attrition    BusinessTravel DailyRate           Department
1     41       Yes     Travel_Rarely      1102                Sales
2     49        No Travel_Frequently       279 Research_Development
4     37       Yes     Travel_Rarely      1373 Research_Development
5     33        No Travel_Frequently      1392 Research_Development
7     27        No     Travel_Rarely       591 Research_Development
8     32        No Travel_Frequently      1005 Research_Development
10    59        No     Travel_Rarely      1324 Research_Development
11    30        No     Travel_Rarely      1358 Research_Development
12    38        No Travel_Frequently       216 Research_Development
13    36        No     Travel_Rarely      1299 Research_Development
14    35        No     Travel_Rarely       809 Research_Development
15    29        No     Travel_Rarely       153 Research_Development
16    31        No     Travel_Rarely       670 Research_Development
18    34        No     Travel_Rarely      1346 Research_Development
19    28       Yes     Travel_Rarely       103 Research_Development
20    29        No     Travel_Rarely      1389 Research_Development
21    32        No     Travel_Rarely       334 Research_Development
22    22        No        Non-Travel      1123 Research_Development
23    53        No     Travel_Rarely      1219                Sales
24    38        No     Travel_Rarely       371 Research_Development
26    24        No        Non-Travel       673 Research_Development
27    36       Yes     Travel_Rarely      1218                Sales
28    34        No     Travel_Rarely       419 Research_Development
30    21        No     Travel_Rarely       391 Research_Development
31    34       Yes     Travel_Rarely       699 Research_Development
32    53        No     Travel_Rarely      1282 Research_Development
33    32       Yes Travel_Frequently      1125 Research_Development
35    42        No     Travel_Rarely       691                Sales
36    44        No     Travel_Rarely       477 Research_Development
38    46        No     Travel_Rarely       705                Sales
39    33        No     Travel_Rarely       924 Research_Development
40    44        No     Travel_Rarely      1459 Research_Development
41    30        No     Travel_Rarely       125 Research_Development
42    39       Yes     Travel_Rarely       895                Sales
45    24       Yes     Travel_Rarely       813 Research_Development
46    43        No     Travel_Rarely      1273 Research_Development
47    50       Yes     Travel_Rarely       869                Sales
49    35        No     Travel_Rarely       890                Sales
51    36        No     Travel_Rarely       852 Research_Development
52    33        No Travel_Frequently      1141                Sales
53    35        No     Travel_Rarely       464 Research_Development
54    27        No     Travel_Rarely      1240 Research_Development
55    26       Yes     Travel_Rarely      1357 Research_Development
56    27        No Travel_Frequently       994                Sales
57    30        No Travel_Frequently       721 Research_Development
58    41       Yes     Travel_Rarely      1360 Research_Development
60    34        No        Non-Travel      1065                Sales
61    37        No     Travel_Rarely       408 Research_Development
62    46        No Travel_Frequently      1211                Sales
63    35        No     Travel_Rarely      1229 Research_Development
64    48       Yes     Travel_Rarely       626 Research_Development
65    28       Yes     Travel_Rarely      1434 Research_Development
68    44        No     Travel_Rarely      1488                Sales
70    35        No        Non-Travel      1097 Research_Development
72    26        No     Travel_Rarely      1443                Sales
73    33        No Travel_Frequently       515 Research_Development
74    35        No Travel_Frequently       853                Sales
75    35        No     Travel_Rarely      1142 Research_Development
76    31        No     Travel_Rarely       655 Research_Development
77    37        No     Travel_Rarely      1115 Research_Development
78    32        No     Travel_Rarely       427 Research_Development
79    38        No Travel_Frequently       653 Research_Development
80    50        No     Travel_Rarely       989 Research_Development
81    59        No     Travel_Rarely      1435                Sales
83    36        No     Travel_Rarely      1223 Research_Development
84    55        No     Travel_Rarely       836 Research_Development
85    36        No Travel_Frequently      1195 Research_Development
86    45        No     Travel_Rarely      1339 Research_Development
88    35        No Travel_Frequently       664 Research_Development
90    36       Yes     Travel_Rarely       318 Research_Development
91    59        No Travel_Frequently      1225                Sales
94    29        No     Travel_Rarely      1328 Research_Development
95    31        No     Travel_Rarely      1082 Research_Development
96    32        No     Travel_Rarely       548 Research_Development
97    36        No     Travel_Rarely       132 Research_Development
98    31        No     Travel_Rarely       746 Research_Development
100   35        No     Travel_Rarely       776                Sales
101   45        No     Travel_Rarely       193 Research_Development
102   37        No     Travel_Rarely       397 Research_Development
103   46        No     Travel_Rarely       945      Human_Resources
104   30        No     Travel_Rarely       852 Research_Development
105   35        No     Travel_Rarely      1214 Research_Development
106   55        No     Travel_Rarely       111                Sales
107   38        No        Non-Travel       573 Research_Development
110   34        No     Travel_Rarely      1153 Research_Development
112   56        No     Travel_Rarely      1400 Research_Development
113   23        No     Travel_Rarely       541                Sales
116   51        No     Travel_Rarely       432 Research_Development
117   30        No     Travel_Rarely       288 Research_Development
118   46       Yes     Travel_Rarely       669                Sales
119   40        No Travel_Frequently       530 Research_Development
120   51        No     Travel_Rarely       632                Sales
121   30        No     Travel_Rarely      1334                Sales
124   46        No Travel_Frequently       638 Research_Development
125   32        No     Travel_Rarely      1093                Sales
126   54        No     Travel_Rarely      1217 Research_Development
128   24        No     Travel_Rarely      1353                Sales
129   28        No        Non-Travel       120                Sales
131   58        No     Travel_Rarely       682                Sales
132   44        No        Non-Travel       489 Research_Development
133   37       Yes     Travel_Rarely       807      Human_Resources
134   32        No     Travel_Rarely       827 Research_Development
137   20       Yes Travel_Frequently       871 Research_Development
138   34        No     Travel_Rarely       665 Research_Development
139   37        No        Non-Travel      1040 Research_Development
140   59        No        Non-Travel      1420      Human_Resources
141   50        No Travel_Frequently      1115 Research_Development
142   25       Yes     Travel_Rarely       240                Sales
143   25        No     Travel_Rarely      1280 Research_Development
144   22        No     Travel_Rarely       534 Research_Development
145   51        No Travel_Frequently      1456 Research_Development
147   34       Yes Travel_Frequently       658 Research_Development
148   54        No        Non-Travel       142      Human_Resources
150   24        No     Travel_Rarely      1127 Research_Development
151   34        No     Travel_Rarely      1031 Research_Development
152   37        No     Travel_Rarely      1189                Sales
153   34        No     Travel_Rarely      1354 Research_Development
154   36        No Travel_Frequently      1467                Sales
155   36        No     Travel_Rarely       922 Research_Development
158   43        No Travel_Frequently       394                Sales
159   30        No Travel_Frequently      1312 Research_Development
160   33        No        Non-Travel       750                Sales
161   56       Yes     Travel_Rarely       441 Research_Development
162   51        No     Travel_Rarely       684 Research_Development
163   31       Yes     Travel_Rarely       249                Sales
164   26        No     Travel_Rarely       841 Research_Development
165   58       Yes     Travel_Rarely       147 Research_Development
167   19       Yes     Travel_Rarely       528                Sales
169   22        No     Travel_Rarely       594 Research_Development
170   49        No     Travel_Rarely       470 Research_Development
171   43        No Travel_Frequently       957 Research_Development
174   50        No Travel_Frequently       809                Sales
175   31       Yes     Travel_Rarely       542                Sales
176   41        No     Travel_Rarely       802                Sales
177   26        No     Travel_Rarely      1355      Human_Resources
178   36        No     Travel_Rarely       216 Research_Development
179   51       Yes Travel_Frequently      1150 Research_Development
182   39        No     Travel_Rarely      1329                Sales
183   25        No     Travel_Rarely       959                Sales
184   30        No     Travel_Rarely      1240      Human_Resources
190   32       Yes     Travel_Rarely      1033 Research_Development
192   45        No     Travel_Rarely      1316 Research_Development
193   38        No     Travel_Rarely       364 Research_Development
194   30        No     Travel_Rarely       438 Research_Development
195   32        No Travel_Frequently       689                Sales
197   30        No     Travel_Rarely       201 Research_Development
198   30        No     Travel_Rarely      1427 Research_Development
199   41        No Travel_Frequently       857 Research_Development
200   41        No     Travel_Rarely       933 Research_Development
201   19        No     Travel_Rarely      1181 Research_Development
202   40        No Travel_Frequently      1395 Research_Development
204   35        No     Travel_Rarely       662                Sales
205   53        No     Travel_Rarely      1436                Sales
206   45        No     Travel_Rarely       194 Research_Development
207   32        No Travel_Frequently       967                Sales
208   29        No        Non-Travel      1496 Research_Development
211   51        No     Travel_Rarely      1169 Research_Development
214   58        No     Travel_Rarely      1145 Research_Development
215   40        No     Travel_Rarely       630                Sales
216   34        No Travel_Frequently       303                Sales
217   22        No     Travel_Rarely      1256 Research_Development
218   27        No        Non-Travel       691 Research_Development
221   28        No     Travel_Rarely       440 Research_Development
223   57        No     Travel_Rarely       334 Research_Development
224   27        No        Non-Travel      1450 Research_Development
226   50        No     Travel_Rarely      1452 Research_Development
227   41        No     Travel_Rarely       465 Research_Development
228   30        No     Travel_Rarely      1339                Sales
230   38        No     Travel_Rarely       702                Sales
231   32        No     Travel_Rarely       120 Research_Development
233   27        No     Travel_Rarely      1157 Research_Development
235   19       Yes Travel_Frequently       602                Sales
238   36        No Travel_Frequently      1480 Research_Development
239   30        No        Non-Travel       111 Research_Development
240   45        No     Travel_Rarely      1268                Sales
241   56        No     Travel_Rarely       713 Research_Development
242   33        No     Travel_Rarely       134 Research_Development
243   19       Yes     Travel_Rarely       303 Research_Development
244   46        No     Travel_Rarely       526                Sales
245   38        No     Travel_Rarely      1380 Research_Development
246   31        No     Travel_Rarely       140 Research_Development
247   34        No     Travel_Rarely       629 Research_Development
248   41       Yes     Travel_Rarely      1356                Sales
249   50        No     Travel_Rarely       328 Research_Development
250   53        No     Travel_Rarely      1084 Research_Development
252   33        No     Travel_Rarely       931 Research_Development
253   40        No     Travel_Rarely       989 Research_Development
254   55        No     Travel_Rarely       692 Research_Development
256   34        No Travel_Frequently      1069 Research_Development
258   51        No     Travel_Rarely       313 Research_Development
259   52        No     Travel_Rarely       699 Research_Development
260   27        No     Travel_Rarely       894 Research_Development
261   35       Yes     Travel_Rarely       556 Research_Development
262   43        No        Non-Travel      1344 Research_Development
264   45        No        Non-Travel      1195 Research_Development
267   37        No     Travel_Rarely       290 Research_Development
269   35        No Travel_Frequently       138 Research_Development
270   42        No        Non-Travel       926 Research_Development
271   38        No     Travel_Rarely      1261 Research_Development
273   38        No     Travel_Rarely      1084 Research_Development
274   27        No Travel_Frequently       472 Research_Development
275   49        No        Non-Travel      1002 Research_Development
277   34        No Travel_Frequently       878 Research_Development
281   40        No     Travel_Rarely       905 Research_Development
282   38       Yes     Travel_Rarely      1180 Research_Development
283   29       Yes     Travel_Rarely       121                Sales
284   22        No     Travel_Rarely      1136 Research_Development
286   36        No Travel_Frequently       635 Research_Development
287   40        No        Non-Travel      1151 Research_Development
288   46        No     Travel_Rarely       644 Research_Development
291   32       Yes     Travel_Rarely      1045                Sales
292   30        No        Non-Travel       829 Research_Development
293   27        No Travel_Frequently      1242                Sales
296   51        No     Travel_Rarely      1469 Research_Development
297   30       Yes     Travel_Rarely      1005 Research_Development
298   41        No     Travel_Rarely       896                Sales
299   30       Yes Travel_Frequently       334                Sales
300   29       Yes     Travel_Rarely       992 Research_Development
302   45        No        Non-Travel      1052                Sales
303   54        No     Travel_Rarely      1147                Sales
304   36        No     Travel_Rarely      1396 Research_Development
305   33        No     Travel_Rarely       147 Research_Development
306   37        No Travel_Frequently       663 Research_Development
307   38        No     Travel_Rarely       119                Sales
308   31        No        Non-Travel       979 Research_Development
309   59        No     Travel_Rarely       142 Research_Development
311   37        No Travel_Frequently       319                Sales
312   29        No Travel_Frequently      1413                Sales
314   35        No Travel_Frequently       944                Sales
315   29       Yes     Travel_Rarely       896 Research_Development
316   52        No     Travel_Rarely      1323 Research_Development
319   42        No     Travel_Rarely       532 Research_Development
321   59        No     Travel_Rarely       818      Human_Resources
323   50        No     Travel_Rarely       854                Sales
325   33       Yes     Travel_Rarely       813 Research_Development
327   43        No     Travel_Rarely      1034                Sales
328   33       Yes     Travel_Rarely       465 Research_Development
329   52        No        Non-Travel       771                Sales
330   32        No     Travel_Rarely      1401                Sales
331   32       Yes     Travel_Rarely       515 Research_Development
332   39        No     Travel_Rarely      1431 Research_Development
333   32        No        Non-Travel       976                Sales
334   41        No     Travel_Rarely      1411 Research_Development
335   40        No     Travel_Rarely      1300 Research_Development
336   45        No     Travel_Rarely       252 Research_Development
337   31        No Travel_Frequently      1327 Research_Development
338   33        No     Travel_Rarely       832 Research_Development
339   34        No     Travel_Rarely       470 Research_Development
340   37        No     Travel_Rarely      1017 Research_Development
341   45        No Travel_Frequently      1199 Research_Development
342   37       Yes Travel_Frequently       504 Research_Development
343   39        No Travel_Frequently       505 Research_Development
346   29        No     Travel_Rarely       665 Research_Development
347   42        No     Travel_Rarely       916 Research_Development
349   29        No     Travel_Rarely      1247                Sales
350   25        No     Travel_Rarely       685 Research_Development
351   42        No     Travel_Rarely       269 Research_Development
352   40        No     Travel_Rarely      1416 Research_Development
353   51        No     Travel_Rarely       833 Research_Development
355   31       Yes Travel_Frequently       307 Research_Development
359   32        No Travel_Frequently      1311 Research_Development
361   38        No        Non-Travel      1327                Sales
362   32        No     Travel_Rarely       128 Research_Development
363   46        No     Travel_Rarely       488                Sales
364   28       Yes     Travel_Rarely       529 Research_Development
366   29        No     Travel_Rarely      1210                Sales
367   31        No     Travel_Rarely      1463 Research_Development
369   25        No        Non-Travel       675 Research_Development
372   45        No     Travel_Rarely      1385 Research_Development
373   36        No     Travel_Rarely      1403 Research_Development
374   55        No     Travel_Rarely       452 Research_Development
376   47       Yes        Non-Travel       666 Research_Development
377   28        No     Travel_Rarely      1158 Research_Development
378   37        No     Travel_Rarely       228                Sales
379   21        No     Travel_Rarely       996 Research_Development
380   37        No        Non-Travel       728 Research_Development
381   35        No     Travel_Rarely      1315 Research_Development
382   38        No     Travel_Rarely       322                Sales
384   26        No Travel_Frequently      1479 Research_Development
385   50        No     Travel_Rarely       797 Research_Development
386   53        No     Travel_Rarely      1070 Research_Development
387   42        No     Travel_Rarely       635                Sales
388   29        No Travel_Frequently       442                Sales
389   55        No     Travel_Rarely       147 Research_Development
390   26        No Travel_Frequently       496 Research_Development
391   37        No     Travel_Rarely      1372 Research_Development
392   44       Yes Travel_Frequently       920 Research_Development
393   38        No     Travel_Rarely       688 Research_Development
394   26       Yes     Travel_Rarely      1449 Research_Development
395   28        No     Travel_Rarely      1117 Research_Development
396   49        No Travel_Frequently       636 Research_Development
397   36        No     Travel_Rarely       506 Research_Development
399   31        No Travel_Frequently       444                Sales
401   26       Yes     Travel_Rarely       950                Sales
403   37        No Travel_Frequently       889 Research_Development
404   42        No Travel_Frequently       555                Sales
405   18       Yes     Travel_Rarely       230 Research_Development
406   35        No     Travel_Rarely      1232                Sales
407   36        No Travel_Frequently       566 Research_Development
408   51        No     Travel_Rarely      1302 Research_Development
410   41        No     Travel_Rarely       334                Sales
411   18        No     Travel_Rarely       812                Sales
412   28        No     Travel_Rarely      1476 Research_Development
416   31        No     Travel_Rarely       218                Sales
417   39        No     Travel_Rarely      1132 Research_Development
419   36        No        Non-Travel      1105 Research_Development
420   32        No     Travel_Rarely       906                Sales
421   38        No     Travel_Rarely       849 Research_Development
422   58        No        Non-Travel       390 Research_Development
423   31        No     Travel_Rarely       691 Research_Development
424   31        No     Travel_Rarely       106      Human_Resources
425   45        No Travel_Frequently      1249 Research_Development
426   31        No     Travel_Rarely       192 Research_Development
428   33        No Travel_Frequently       553 Research_Development
429   39        No     Travel_Rarely       117 Research_Development
430   43        No Travel_Frequently       185 Research_Development
431   49        No     Travel_Rarely      1091 Research_Development
433   52       Yes     Travel_Rarely       723 Research_Development
434   27        No     Travel_Rarely      1220 Research_Development
436   32        No     Travel_Rarely       588                Sales
437   27        No     Travel_Rarely      1377                Sales
438   31        No     Travel_Rarely       691                Sales
439   32        No     Travel_Rarely      1018 Research_Development
440   28       Yes     Travel_Rarely      1157 Research_Development
441   30        No     Travel_Rarely      1275 Research_Development
442   31        No Travel_Frequently       798 Research_Development
444   39        No Travel_Frequently       672 Research_Development
445   39       Yes     Travel_Rarely      1162                Sales
446   33        No Travel_Frequently       508                Sales
447   47        No     Travel_Rarely      1482 Research_Development
448   43        No Travel_Frequently       559 Research_Development
449   27        No        Non-Travel       210                Sales
450   54        No Travel_Frequently       928 Research_Development
451   43        No     Travel_Rarely      1001 Research_Development
452   45        No     Travel_Rarely       549 Research_Development
453   40        No     Travel_Rarely      1124                Sales
454   29       Yes     Travel_Rarely       318 Research_Development
455   29        No     Travel_Rarely       738 Research_Development
456   30        No     Travel_Rarely       570                Sales
458   27        No     Travel_Rarely      1130                Sales
460   37        No     Travel_Rarely      1192 Research_Development
461   38        No     Travel_Rarely       343 Research_Development
462   31        No     Travel_Rarely      1232 Research_Development
463   29        No     Travel_Rarely       144                Sales
464   35        No     Travel_Rarely      1296 Research_Development
465   23        No     Travel_Rarely      1309 Research_Development
466   41        No     Travel_Rarely       483 Research_Development
467   47        No Travel_Frequently      1309                Sales
468   42        No     Travel_Rarely       810 Research_Development
469   29        No        Non-Travel       746                Sales
470   42        No     Travel_Rarely       544      Human_Resources
471   32        No     Travel_Rarely      1062 Research_Development
473   48        No     Travel_Rarely       530                Sales
474   37        No     Travel_Rarely      1319 Research_Development
475   30        No        Non-Travel       641                Sales
476   26        No     Travel_Rarely       933                Sales
477   42        No     Travel_Rarely      1332 Research_Development
478   21       Yes Travel_Frequently       756                Sales
479   36        No        Non-Travel       845                Sales
481   36        No Travel_Frequently       541                Sales
482   57        No     Travel_Rarely       593 Research_Development
483   40        No     Travel_Rarely      1171 Research_Development
484   21        No        Non-Travel       895                Sales
485   33       Yes     Travel_Rarely       350                Sales
486   37        No     Travel_Rarely       921 Research_Development
487   46        No        Non-Travel      1144 Research_Development
488   41       Yes Travel_Frequently       143                Sales
491   50        No     Travel_Rarely      1046 Research_Development
492   40       Yes     Travel_Rarely       575                Sales
493   31        No     Travel_Rarely       408 Research_Development
494   21       Yes     Travel_Rarely       156                Sales
495   29        No     Travel_Rarely      1283 Research_Development
496   35        No     Travel_Rarely       755 Research_Development
497   27        No     Travel_Rarely      1469 Research_Development
498   28        No     Travel_Rarely       304                Sales
499   49        No     Travel_Rarely      1261 Research_Development
500   51        No     Travel_Rarely      1178                Sales
501   36        No     Travel_Rarely       329 Research_Development
502   34       Yes        Non-Travel      1362                Sales
505   55        No     Travel_Rarely      1311 Research_Development
507   24        No     Travel_Rarely      1371                Sales
508   30        No     Travel_Rarely       202                Sales
510   26       Yes Travel_Frequently       575 Research_Development
511   22        No     Travel_Rarely       253 Research_Development
513   36        No     Travel_Rarely       164                Sales
514   30       Yes Travel_Frequently       464 Research_Development
515   37        No     Travel_Rarely      1107 Research_Development
516   40        No     Travel_Rarely       759                Sales
517   42        No     Travel_Rarely       201 Research_Development
518   37        No     Travel_Rarely      1305 Research_Development
520   43        No     Travel_Rarely       982 Research_Development
521   40        No     Travel_Rarely       555 Research_Development
522   54        No     Travel_Rarely       821 Research_Development
523   34        No        Non-Travel      1381                Sales
524   31        No     Travel_Rarely       480 Research_Development
525   43        No Travel_Frequently       313 Research_Development
526   43        No     Travel_Rarely      1473 Research_Development
527   25        No     Travel_Rarely       891                Sales
529   37        No        Non-Travel      1063 Research_Development
530   31        No     Travel_Rarely       329 Research_Development
531   39        No Travel_Frequently      1218 Research_Development
532   56        No Travel_Frequently       906                Sales
533   30        No     Travel_Rarely      1082                Sales
534   41        No     Travel_Rarely       645                Sales
536   28        No     Travel_Rarely      1300 Research_Development
538   25       Yes     Travel_Rarely       688 Research_Development
543   52        No     Travel_Rarely       319 Research_Development
544   45        No     Travel_Rarely       192 Research_Development
546   52        No     Travel_Rarely      1490 Research_Development
547   42        No Travel_Frequently       532 Research_Development
548   30        No     Travel_Rarely       317 Research_Development
549   60        No     Travel_Rarely       422 Research_Development
550   46        No     Travel_Rarely      1485 Research_Development
551   42        No Travel_Frequently      1368 Research_Development
554   24       Yes     Travel_Rarely      1448                Sales
555   34       Yes Travel_Frequently       296                Sales
556   38        No Travel_Frequently      1490 Research_Development
558   40        No     Travel_Rarely      1398                Sales
560   26        No     Travel_Rarely      1349 Research_Development
562   30        No        Non-Travel      1400 Research_Development
564   29        No     Travel_Rarely       986 Research_Development
565   29       Yes     Travel_Rarely       408 Research_Development
566   19       Yes     Travel_Rarely       489      Human_Resources
567   30        No        Non-Travel      1398                Sales
568   57        No     Travel_Rarely       210                Sales
569   50        No     Travel_Rarely      1099 Research_Development
571   30        No        Non-Travel      1116 Research_Development
573   60        No Travel_Frequently      1499                Sales
574   47        No     Travel_Rarely       983 Research_Development
575   46        No     Travel_Rarely      1009 Research_Development
577   35        No     Travel_Rarely       144 Research_Development
578   54        No     Travel_Rarely       548 Research_Development
579   34        No     Travel_Rarely      1303 Research_Development
580   46        No     Travel_Rarely      1125                Sales
581   31        No     Travel_Rarely      1274 Research_Development
582   33       Yes     Travel_Rarely      1277 Research_Development
584   33       Yes     Travel_Rarely       587 Research_Development
585   30        No     Travel_Rarely       413                Sales
586   35        No     Travel_Rarely      1276 Research_Development
587   31       Yes Travel_Frequently       534 Research_Development
590   34       Yes Travel_Frequently       988      Human_Resources
591   42        No Travel_Frequently      1474 Research_Development
592   36        No        Non-Travel       635                Sales
593   22       Yes Travel_Frequently      1368 Research_Development
595   48        No     Travel_Rarely       163                Sales
597   55        No     Travel_Rarely      1117                Sales
599   41        No        Non-Travel       267                Sales
600   35        No     Travel_Rarely       619                Sales
601   40        No     Travel_Rarely       302 Research_Development
602   39        No Travel_Frequently       443 Research_Development
604   31        No     Travel_Rarely       828                Sales
605   42        No     Travel_Rarely       319 Research_Development
606   45        No     Travel_Rarely       561                Sales
608   26       Yes Travel_Frequently       426      Human_Resources
611   29        No     Travel_Rarely       232 Research_Development
612   33        No     Travel_Rarely       922 Research_Development
613   31        No     Travel_Rarely       688                Sales
614   18       Yes Travel_Frequently      1306                Sales
615   40        No        Non-Travel      1094                Sales
616   41        No        Non-Travel       509 Research_Development
618   26        No     Travel_Rarely       775                Sales
620   35        No     Travel_Rarely       195                Sales
621   34        No     Travel_Rarely       258                Sales
622   26       Yes     Travel_Rarely       471 Research_Development
623   37        No     Travel_Rarely       799 Research_Development
624   46        No Travel_Frequently      1034 Research_Development
625   41        No     Travel_Rarely      1276                Sales
626   37        No        Non-Travel       142                Sales
630   52        No     Travel_Rarely       956 Research_Development
631   32       Yes        Non-Travel      1474                Sales
632   24        No Travel_Frequently       535                Sales
634   38        No     Travel_Rarely      1495 Research_Development
635   37        No     Travel_Rarely       446 Research_Development
638   49        No     Travel_Rarely      1245 Research_Development
639   24        No     Travel_Rarely       691 Research_Development
641   26        No     Travel_Rarely       703                Sales
643   24        No     Travel_Rarely       823 Research_Development
644   50        No Travel_Frequently      1246      Human_Resources
645   25        No     Travel_Rarely       622                Sales
647   24       Yes Travel_Frequently      1287 Research_Development
648   30       Yes Travel_Frequently       448                Sales
649   34        No     Travel_Rarely       254 Research_Development
650   31       Yes     Travel_Rarely      1365                Sales
652   35        No     Travel_Rarely       538 Research_Development
653   31        No     Travel_Rarely       525                Sales
655   27        No     Travel_Rarely       798 Research_Development
656   37        No     Travel_Rarely       558                Sales
657   20        No     Travel_Rarely       959 Research_Development
659   42        No     Travel_Rarely       622 Research_Development
661   43        No     Travel_Rarely       782 Research_Development
662   38        No     Travel_Rarely       362 Research_Development
663   43        No Travel_Frequently      1001 Research_Development
664   48        No     Travel_Rarely      1236 Research_Development
665   44        No     Travel_Rarely      1112      Human_Resources
666   34        No     Travel_Rarely       204                Sales
667   27       Yes     Travel_Rarely      1420                Sales
669   21        No     Travel_Rarely      1343                Sales
671   44        No     Travel_Rarely      1315 Research_Development
675   22        No     Travel_Rarely       604 Research_Development
677   33        No     Travel_Rarely      1216                Sales
679   32        No     Travel_Rarely       646 Research_Development
680   30        No Travel_Frequently       160 Research_Development
682   53        No     Travel_Rarely       238                Sales
683   34        No     Travel_Rarely      1397 Research_Development
684   45       Yes Travel_Frequently       306                Sales
686   26        No     Travel_Rarely       991 Research_Development
689   37        No     Travel_Rarely       482 Research_Development
690   29        No     Travel_Rarely      1176                Sales
691   35        No     Travel_Rarely      1017 Research_Development
692   33        No Travel_Frequently      1296 Research_Development
698   54        No     Travel_Rarely       397      Human_Resources
699   36        No     Travel_Rarely       913 Research_Development
700   27        No     Travel_Rarely      1115 Research_Development
701   20       Yes     Travel_Rarely      1362 Research_Development
702   33       Yes Travel_Frequently      1076 Research_Development
704   35        No        Non-Travel       727 Research_Development
705   23        No     Travel_Rarely       885 Research_Development
707   25        No     Travel_Rarely       810                Sales
709   38        No     Travel_Rarely       243                Sales
710   29        No Travel_Frequently       806 Research_Development
712   48        No     Travel_Rarely       817                Sales
714   27        No Travel_Frequently      1410                Sales
715   37        No     Travel_Rarely      1225 Research_Development
716   50        No     Travel_Rarely      1207 Research_Development
717   34        No     Travel_Rarely      1442 Research_Development
720   24       Yes     Travel_Rarely       693                Sales
721   39        No     Travel_Rarely       408 Research_Development
722   32        No     Travel_Rarely       929                Sales
723   50       Yes Travel_Frequently       562                Sales
724   38        No     Travel_Rarely       827 Research_Development
725   27        No     Travel_Rarely       608 Research_Development
727   32        No     Travel_Rarely      1018 Research_Development
728   47        No     Travel_Rarely       703                Sales
729   40        No Travel_Frequently       580                Sales
730   53        No     Travel_Rarely       970 Research_Development
731   41        No     Travel_Rarely       427      Human_Resources
732   60        No     Travel_Rarely      1179                Sales
733   27        No Travel_Frequently       294 Research_Development
734   41        No     Travel_Rarely       314      Human_Resources
738   50        No     Travel_Rarely       316                Sales
741   28       Yes     Travel_Rarely       654 Research_Development
742   36        No        Non-Travel       427 Research_Development
743   38        No     Travel_Rarely       168 Research_Development
744   44        No        Non-Travel       381 Research_Development
746   47        No Travel_Frequently       217                Sales
747   30        No     Travel_Rarely       501                Sales
749   29        No     Travel_Rarely      1396                Sales
752   42       Yes Travel_Frequently       933 Research_Development
754   43        No Travel_Frequently       775                Sales
757   34        No     Travel_Rarely       970 Research_Development
758   23        No     Travel_Rarely       650 Research_Development
760   39        No     Travel_Rarely       141      Human_Resources
762   56        No     Travel_Rarely       832 Research_Development
763   40        No     Travel_Rarely       804 Research_Development
764   27        No     Travel_Rarely       975 Research_Development
766   29        No     Travel_Rarely      1090                Sales
769   53        No     Travel_Rarely       346 Research_Development
771   35        No        Non-Travel      1225 Research_Development
772   32        No Travel_Frequently       430 Research_Development
773   38        No     Travel_Rarely       268 Research_Development
775   34        No     Travel_Rarely       167 Research_Development
776   52        No     Travel_Rarely       621                Sales
780   33       Yes     Travel_Rarely       527 Research_Development
781   25        No     Travel_Rarely       883                Sales
783   45        No     Travel_Rarely       954                Sales
784   23        No     Travel_Rarely       310 Research_Development
785   47       Yes Travel_Frequently       719                Sales
786   34        No     Travel_Rarely       304                Sales
787   55       Yes     Travel_Rarely       725 Research_Development
789   36        No        Non-Travel      1434                Sales
791   52        No        Non-Travel       715 Research_Development
792   26        No Travel_Frequently       575 Research_Development
793   29        No     Travel_Rarely       657 Research_Development
796   26       Yes     Travel_Rarely      1146                Sales
797   34        No     Travel_Rarely       182 Research_Development
799   54        No     Travel_Rarely       376 Research_Development
800   27        No Travel_Frequently       829                Sales
802   37        No     Travel_Rarely       571 Research_Development
803   38        No Travel_Frequently       240 Research_Development
804   34        No     Travel_Rarely       121 Research_Development
805   35        No     Travel_Rarely       384                Sales
806   30        No     Travel_Rarely       921 Research_Development
807   40        No Travel_Frequently       791 Research_Development
808   34        No     Travel_Rarely      1111                Sales
809   42        No Travel_Frequently       570 Research_Development
811   23       Yes     Travel_Rarely      1243 Research_Development
812   24        No        Non-Travel      1092 Research_Development
813   52        No     Travel_Rarely      1325 Research_Development
815   50        No     Travel_Rarely       691 Research_Development
816   29       Yes     Travel_Rarely       805 Research_Development
817   33        No     Travel_Rarely       213 Research_Development
819   33       Yes     Travel_Rarely       118                Sales
820   47        No     Travel_Rarely       202 Research_Development
823   36        No     Travel_Rarely       676 Research_Development
824   29        No     Travel_Rarely      1252 Research_Development
825   58       Yes     Travel_Rarely       286 Research_Development
826   35        No     Travel_Rarely      1258 Research_Development
827   42        No     Travel_Rarely       932 Research_Development
828   28       Yes     Travel_Rarely       890 Research_Development
829   36        No     Travel_Rarely      1041      Human_Resources
830   32        No     Travel_Rarely       859 Research_Development
832   40        No Travel_Frequently       720 Research_Development
833   30        No     Travel_Rarely       946 Research_Development
834   45        No     Travel_Rarely       252 Research_Development
836   42        No     Travel_Rarely       933 Research_Development
837   38        No Travel_Frequently       471 Research_Development
838   34        No Travel_Frequently       702 Research_Development
840   49       Yes     Travel_Rarely      1184                Sales
842   55       Yes     Travel_Rarely       436                Sales
843   43        No     Travel_Rarely       589 Research_Development
844   27        No     Travel_Rarely       269 Research_Development
845   35        No     Travel_Rarely       950 Research_Development
846   28        No     Travel_Rarely       760                Sales
847   34        No     Travel_Rarely       829      Human_Resources
848   26       Yes Travel_Frequently       887 Research_Development
850   27        No        Non-Travel       443 Research_Development
851   51        No     Travel_Rarely      1318                Sales
852   44        No     Travel_Rarely       625 Research_Development
854   25        No     Travel_Rarely       180 Research_Development
855   33        No     Travel_Rarely       586                Sales
856   35        No     Travel_Rarely      1343 Research_Development
857   36        No     Travel_Rarely       928                Sales
859   32        No     Travel_Rarely       117                Sales
861   30        No Travel_Frequently      1012 Research_Development
862   53        No     Travel_Rarely       661                Sales
864   45        No     Travel_Rarely       930                Sales
865   32        No     Travel_Rarely       638 Research_Development
867   52        No Travel_Frequently       890 Research_Development
868   37        No     Travel_Rarely       342                Sales
869   28        No     Travel_Rarely      1169      Human_Resources
872   22        No     Travel_Rarely      1230 Research_Development
874   44        No     Travel_Rarely       986 Research_Development
875   42        No Travel_Frequently      1271 Research_Development
878   36        No     Travel_Rarely      1278      Human_Resources
879   25        No     Travel_Rarely       141                Sales
880   35        No     Travel_Rarely       607 Research_Development
881   35       Yes Travel_Frequently       130 Research_Development
882   32        No        Non-Travel       300 Research_Development
885   25        No     Travel_Rarely       583                Sales
887   49        No     Travel_Rarely      1418 Research_Development
888   24        No        Non-Travel      1269 Research_Development
889   32        No Travel_Frequently       379                Sales
893   38        No     Travel_Rarely       395                Sales
894   42        No     Travel_Rarely      1265 Research_Development
895   31        No     Travel_Rarely      1222 Research_Development
896   29       Yes     Travel_Rarely       341                Sales
897   53        No     Travel_Rarely       868                Sales
899   35        No     Travel_Rarely       672 Research_Development
900   37        No Travel_Frequently      1231                Sales
901   53        No     Travel_Rarely       102 Research_Development
902   43        No Travel_Frequently       422 Research_Development
903   47        No     Travel_Rarely       249                Sales
904   37        No        Non-Travel      1252                Sales
905   50        No        Non-Travel       881 Research_Development
909   39        No     Travel_Rarely      1383      Human_Resources
910   33        No     Travel_Rarely      1075      Human_Resources
911   32       Yes     Travel_Rarely       374 Research_Development
912   29        No     Travel_Rarely      1086 Research_Development
913   44        No     Travel_Rarely       661 Research_Development
916   28        No     Travel_Rarely       821                Sales
918   58       Yes Travel_Frequently       781 Research_Development
920   43        No     Travel_Rarely       177 Research_Development
922   20       Yes     Travel_Rarely       500                Sales
923   21       Yes     Travel_Rarely      1427 Research_Development
924   36        No     Travel_Rarely      1425 Research_Development
925   47        No     Travel_Rarely      1454                Sales
926   22       Yes     Travel_Rarely       617 Research_Development
927   41       Yes     Travel_Rarely      1085 Research_Development
930   28        No     Travel_Rarely       995 Research_Development
932   39       Yes     Travel_Rarely      1122 Research_Development
933   27        No     Travel_Rarely       618 Research_Development
934   34        No     Travel_Rarely       546 Research_Development
936   42        No     Travel_Rarely       462                Sales
939   33        No     Travel_Rarely      1198 Research_Development
940   58        No     Travel_Rarely      1272 Research_Development
941   31        No     Travel_Rarely       154                Sales
942   35        No     Travel_Rarely      1137 Research_Development
944   49        No     Travel_Rarely       527 Research_Development
945   48        No     Travel_Rarely      1469 Research_Development
947   31        No        Non-Travel      1188                Sales
949   36        No     Travel_Rarely       188 Research_Development
950   38        No     Travel_Rarely      1333 Research_Development
951   32        No        Non-Travel      1184 Research_Development
952   25       Yes     Travel_Rarely       867                Sales
954   40        No     Travel_Rarely       658                Sales
956   26        No Travel_Frequently      1283                Sales
957   41        No     Travel_Rarely       263 Research_Development
958   36        No     Travel_Rarely       938 Research_Development
959   19       Yes     Travel_Rarely       419                Sales
960   20       Yes     Travel_Rarely       129 Research_Development
961   31        No     Travel_Rarely       616 Research_Development
964   40        No Travel_Frequently      1469 Research_Development
966   32        No     Travel_Rarely       498 Research_Development
967   36       Yes     Travel_Rarely       530                Sales
969   33        No     Travel_Rarely      1069 Research_Development
970   37       Yes     Travel_Rarely       625                Sales
972   45        No        Non-Travel       805 Research_Development
974   29        No Travel_Frequently      1404                Sales
975   35        No     Travel_Rarely      1219                Sales
976   52        No     Travel_Rarely      1053 Research_Development
977   58       Yes     Travel_Rarely       289 Research_Development
981   53        No     Travel_Rarely      1376                Sales
982   30        No     Travel_Rarely       231                Sales
983   38        No        Non-Travel       152                Sales
984   35        No     Travel_Rarely       882                Sales
985   39        No     Travel_Rarely       903                Sales
986   40       Yes        Non-Travel      1479                Sales
987   47        No Travel_Frequently      1379 Research_Development
990   36        No        Non-Travel      1229                Sales
991   31       Yes        Non-Travel       335 Research_Development
992   33        No        Non-Travel       722                Sales
994   29       Yes     Travel_Rarely       906 Research_Development
995   33        No     Travel_Rarely       461 Research_Development
996   45        No     Travel_Rarely       974 Research_Development
997   50        No     Travel_Rarely      1126 Research_Development
998   33        No Travel_Frequently       827 Research_Development
999   41        No Travel_Frequently       840 Research_Development
1001  27        No     Travel_Rarely      1134 Research_Development
1002  45        No        Non-Travel       248 Research_Development
1003  47        No     Travel_Rarely       955                Sales
1004  30       Yes     Travel_Rarely       138 Research_Development
1005  50        No     Travel_Rarely       939 Research_Development
1006  38        No Travel_Frequently      1391 Research_Development
1007  46        No     Travel_Rarely       566 Research_Development
1009  24        No     Travel_Rarely      1206 Research_Development
1010  35       Yes     Travel_Rarely       622 Research_Development
1011  31        No Travel_Frequently       853 Research_Development
1012  18        No        Non-Travel       287 Research_Development
1013  54        No     Travel_Rarely      1441 Research_Development
1014  35        No     Travel_Rarely       583 Research_Development
1015  30        No     Travel_Rarely       153 Research_Development
1016  20       Yes     Travel_Rarely      1097 Research_Development
1017  30       Yes Travel_Frequently       109 Research_Development
1018  26        No     Travel_Rarely      1066 Research_Development
1019  22        No     Travel_Rarely       217 Research_Development
1022  48        No     Travel_Rarely       277 Research_Development
1024  48        No     Travel_Rarely      1355 Research_Development
1025  41        No     Travel_Rarely       549 Research_Development
1026  39        No     Travel_Rarely       466 Research_Development
1027  27        No     Travel_Rarely      1055 Research_Development
1028  35        No     Travel_Rarely       802 Research_Development
1029  42        No     Travel_Rarely       265                Sales
1030  50        No     Travel_Rarely       804 Research_Development
1032  59        No     Travel_Rarely       715 Research_Development
1033  37       Yes     Travel_Rarely      1141 Research_Development
1034  55        No Travel_Frequently       135 Research_Development
1035  41        No        Non-Travel       247 Research_Development
1036  38        No     Travel_Rarely      1035                Sales
1037  26       Yes        Non-Travel       265                Sales
1038  52       Yes     Travel_Rarely       266                Sales
1039  44        No     Travel_Rarely      1448                Sales
1040  50        No        Non-Travel       145                Sales
1042  36       Yes     Travel_Rarely       885 Research_Development
1043  39        No Travel_Frequently       945 Research_Development
1044  33        No        Non-Travel      1038                Sales
1045  45        No     Travel_Rarely      1234                Sales
1046  32        No        Non-Travel      1109 Research_Development
1047  34        No     Travel_Rarely       216                Sales
1048  59        No     Travel_Rarely      1089                Sales
1049  45        No     Travel_Rarely       788      Human_Resources
1050  53        No Travel_Frequently       124                Sales
1052  36       Yes     Travel_Rarely       660 Research_Development
1053  26       Yes Travel_Frequently       342 Research_Development
1055  34        No     Travel_Rarely      1333                Sales
1056  28        No     Travel_Rarely      1144                Sales
1060  38        No Travel_Frequently      1186 Research_Development
1061  50        No     Travel_Rarely      1464 Research_Development
1062  37        No     Travel_Rarely       124 Research_Development
1066  40        No     Travel_Rarely       300                Sales
1068  26        No Travel_Frequently       921 Research_Development
1069  46        No     Travel_Rarely       430 Research_Development
1070  54        No     Travel_Rarely      1082                Sales
1071  56        No Travel_Frequently      1240 Research_Development
1073  36        No     Travel_Rarely       796 Research_Development
1074  55        No        Non-Travel       444 Research_Development
1076  43        No     Travel_Rarely       415                Sales
1077  20       Yes Travel_Frequently       769                Sales
1079  21       Yes     Travel_Rarely      1334 Research_Development
1080  46        No     Travel_Rarely      1003 Research_Development
1081  51       Yes     Travel_Rarely      1323 Research_Development
1082  28       Yes        Non-Travel      1366 Research_Development
1083  26        No     Travel_Rarely       192 Research_Development
1084  30        No     Travel_Rarely      1176 Research_Development
1085  41        No     Travel_Rarely       509 Research_Development
1088  38        No     Travel_Rarely       330 Research_Development
1092  40        No     Travel_Rarely      1492 Research_Development
1094  27        No        Non-Travel      1277 Research_Development
1096  55        No Travel_Frequently      1091 Research_Development
1097  28        No     Travel_Rarely       857 Research_Development
1098  44       Yes     Travel_Rarely      1376      Human_Resources
1099  33        No     Travel_Rarely       654 Research_Development
1100  35       Yes     Travel_Rarely      1204                Sales
1101  33       Yes Travel_Frequently       827 Research_Development
1102  28        No     Travel_Rarely       895 Research_Development
1103  34        No Travel_Frequently       618 Research_Development
1105  37        No     Travel_Rarely       309                Sales
1106  25       Yes     Travel_Rarely      1219 Research_Development
1107  26       Yes     Travel_Rarely      1330 Research_Development
1108  33       Yes     Travel_Rarely      1017 Research_Development
1109  42        No     Travel_Rarely       469 Research_Development
1111  28       Yes Travel_Frequently      1009 Research_Development
1113  50       Yes Travel_Frequently       959                Sales
1114  33        No Travel_Frequently       970                Sales
1115  34        No        Non-Travel       697 Research_Development
1116  48        No        Non-Travel      1262 Research_Development
1117  45        No        Non-Travel      1050                Sales
1118  52        No     Travel_Rarely       994 Research_Development
1119  38        No     Travel_Rarely       770                Sales
1120  29        No     Travel_Rarely      1107 Research_Development
1121  28        No     Travel_Rarely       950 Research_Development
1124  46        No     Travel_Rarely       406                Sales
1125  38        No     Travel_Rarely       130                Sales
1126  43        No Travel_Frequently      1082 Research_Development
1127  39       Yes Travel_Frequently       203 Research_Development
1128  40        No     Travel_Rarely      1308 Research_Development
1131  21        No     Travel_Rarely       984 Research_Development
1132  39        No        Non-Travel       439 Research_Development
1133  36        No        Non-Travel       217 Research_Development
1135  31        No Travel_Frequently       793                Sales
1136  28        No     Travel_Rarely      1451 Research_Development
1137  35        No Travel_Frequently      1182                Sales
1138  49        No     Travel_Rarely       174                Sales
1140  34        No Travel_Frequently      1003 Research_Development
1143  29        No Travel_Frequently       490 Research_Development
1148  42        No     Travel_Rarely       188 Research_Development
1150  29        No     Travel_Rarely       718 Research_Development
1152  38        No     Travel_Rarely       433      Human_Resources
1154  28        No Travel_Frequently       773 Research_Development
1156  18       Yes        Non-Travel       247 Research_Development
1157  33       Yes     Travel_Rarely       603                Sales
1158  41        No     Travel_Rarely       167 Research_Development
1160  31       Yes Travel_Frequently       874 Research_Development
1161  37        No     Travel_Rarely       367 Research_Development
1162  27        No     Travel_Rarely       199 Research_Development
1163  34        No     Travel_Rarely      1400                Sales
1164  35        No     Travel_Rarely       528      Human_Resources
1165  29       Yes     Travel_Rarely       408                Sales
1166  40        No Travel_Frequently       593 Research_Development
1167  42       Yes Travel_Frequently       481                Sales
1171  42        No     Travel_Rarely       647                Sales
1172  35        No     Travel_Rarely       982 Research_Development
1173  24        No     Travel_Rarely       477 Research_Development
1175  28       Yes     Travel_Rarely      1485 Research_Development
1177  26        No     Travel_Rarely      1384 Research_Development
1179  30        No     Travel_Rarely       852                Sales
1180  40        No Travel_Frequently       902 Research_Development
1182  35        No     Travel_Rarely       819 Research_Development
1184  34        No Travel_Frequently       669 Research_Development
1185  35        No Travel_Frequently       636 Research_Development
1188  43       Yes     Travel_Rarely      1372                Sales
1190  32        No        Non-Travel       862                Sales
1191  56        No     Travel_Rarely       718 Research_Development
1192  29        No     Travel_Rarely      1401 Research_Development
1193  19        No     Travel_Rarely       645 Research_Development
1195  45        No     Travel_Rarely      1457 Research_Development
1196  37        No     Travel_Rarely       977 Research_Development
1198  20        No     Travel_Rarely       805 Research_Development
1200  44       Yes     Travel_Rarely      1097 Research_Development
1201  53        No     Travel_Rarely      1223 Research_Development
1202  29        No     Travel_Rarely       942 Research_Development
1203  22       Yes Travel_Frequently      1256 Research_Development
1204  46        No     Travel_Rarely      1402                Sales
1206  44        No        Non-Travel       111 Research_Development
1207  33        No     Travel_Rarely       147      Human_Resources
1210  41       Yes        Non-Travel       906 Research_Development
1211  30        No     Travel_Rarely      1329                Sales
1212  40        No Travel_Frequently      1184                Sales
1215  50        No Travel_Frequently      1421 Research_Development
1216  28        No     Travel_Rarely      1179 Research_Development
1217  46        No     Travel_Rarely      1450 Research_Development
1218  35        No     Travel_Rarely      1361                Sales
1219  24       Yes     Travel_Rarely       984 Research_Development
1220  33        No Travel_Frequently      1146                Sales
1221  36        No     Travel_Rarely       917 Research_Development
1224  30        No     Travel_Rarely       853 Research_Development
1225  44        No     Travel_Rarely       200 Research_Development
1226  20        No     Travel_Rarely       654                Sales
1228  46        No     Travel_Rarely       150 Research_Development
1231  42        No        Non-Travel       179      Human_Resources
1233  60        No     Travel_Rarely       696                Sales
1234  32        No Travel_Frequently       116 Research_Development
1235  32        No Travel_Frequently      1316 Research_Development
1237  36        No     Travel_Rarely       363 Research_Development
1238  33        No     Travel_Rarely       117 Research_Development
1239  40        No     Travel_Rarely       107                Sales
1240  25        No     Travel_Rarely      1356                Sales
1241  30        No     Travel_Rarely      1465 Research_Development
1242  42        No Travel_Frequently       458 Research_Development
1243  35        No        Non-Travel      1212                Sales
1244  27        No     Travel_Rarely      1103 Research_Development
1245  54        No Travel_Frequently       966 Research_Development
1246  44        No     Travel_Rarely      1117 Research_Development
1248  19       Yes        Non-Travel       504 Research_Development
1249  29        No     Travel_Rarely      1010 Research_Development
1250  54        No     Travel_Rarely       685 Research_Development
1251  31        No     Travel_Rarely      1332 Research_Development
1252  31        No     Travel_Rarely      1062 Research_Development
1254  59        No     Travel_Rarely       326                Sales
1255  43        No     Travel_Rarely       920 Research_Development
1256  49        No     Travel_Rarely      1098 Research_Development
1257  36        No Travel_Frequently       469 Research_Development
1258  48        No     Travel_Rarely       969 Research_Development
1259  27        No     Travel_Rarely      1167 Research_Development
1260  29        No     Travel_Rarely      1329 Research_Development
1263  48        No     Travel_Rarely       715 Research_Development
1264  29        No     Travel_Rarely       694 Research_Development
1265  34        No     Travel_Rarely      1320 Research_Development
1267  44        No     Travel_Rarely      1099                Sales
1268  33        No     Travel_Rarely       536                Sales
1269  19        No     Travel_Rarely       265 Research_Development
1270  23        No     Travel_Rarely       373 Research_Development
1273  25       Yes Travel_Frequently       599                Sales
1275  26        No     Travel_Rarely       583 Research_Development
1277  45       Yes     Travel_Rarely      1449                Sales
1278  55        No        Non-Travel       177 Research_Development
1279  21       Yes Travel_Frequently       251 Research_Development
1280  46        No     Travel_Rarely       168                Sales
1281  34        No     Travel_Rarely       131                Sales
1282  51        No Travel_Frequently       237                Sales
1283  59        No     Travel_Rarely      1429 Research_Development
1285  34        No Travel_Frequently       135 Research_Development
1286  28        No Travel_Frequently       791 Research_Development
1288  44        No     Travel_Rarely      1199 Research_Development
1289  34        No Travel_Frequently       648      Human_Resources
1291  35        No     Travel_Rarely       735 Research_Development
1292  42        No     Travel_Rarely       603 Research_Development
1293  43        No     Travel_Rarely       531                Sales
1294  36        No     Travel_Rarely       429 Research_Development
1295  44       Yes     Travel_Rarely       621 Research_Development
1296  28        No Travel_Frequently       193 Research_Development
1297  51        No Travel_Frequently       968 Research_Development
1298  30        No        Non-Travel       879 Research_Development
1299  29       Yes     Travel_Rarely       806 Research_Development
1301  28        No     Travel_Rarely       640 Research_Development
1303  25        No     Travel_Rarely       266 Research_Development
1304  32        No     Travel_Rarely       604                Sales
1306  45        No Travel_Frequently       364 Research_Development
1307  39        No     Travel_Rarely       412 Research_Development
1308  58        No     Travel_Rarely       848 Research_Development
1309  32       Yes     Travel_Rarely      1089 Research_Development
1310  39       Yes     Travel_Rarely       360 Research_Development
1311  30        No     Travel_Rarely      1138 Research_Development
1312  36        No     Travel_Rarely       325 Research_Development
1314  46        No     Travel_Rarely       991      Human_Resources
1315  28        No        Non-Travel      1476 Research_Development
1317  50        No     Travel_Rarely      1322 Research_Development
1318  40       Yes     Travel_Rarely       299                Sales
1319  52       Yes     Travel_Rarely      1030                Sales
1321  30        No     Travel_Rarely       634 Research_Development
1322  39        No     Travel_Rarely       524 Research_Development
1324  31        No        Non-Travel       587                Sales
1329  41        No        Non-Travel       256                Sales
1331  31       Yes Travel_Frequently      1060                Sales
1333  44       Yes     Travel_Rarely       935 Research_Development
1334  42        No        Non-Travel       495 Research_Development
1336  55        No     Travel_Rarely       282 Research_Development
1338  56        No     Travel_Rarely       206      Human_Resources
1340  40        No        Non-Travel       458 Research_Development
1344  34        No     Travel_Rarely       943 Research_Development
1346  40        No     Travel_Rarely       523 Research_Development
1349  41        No Travel_Frequently      1018                Sales
1350  35        No Travel_Frequently       482 Research_Development
1352  51        No     Travel_Rarely       770      Human_Resources
1355  38        No     Travel_Rarely      1009                Sales
1356  34        No     Travel_Rarely       507                Sales
1358  25        No     Travel_Rarely       882 Research_Development
1360  58       Yes     Travel_Rarely       601 Research_Development
1361  40        No     Travel_Rarely       329 Research_Development
1362  36        No Travel_Frequently       607                Sales
1363  48        No     Travel_Rarely       855 Research_Development
1364  27        No     Travel_Rarely      1291                Sales
1367  51        No     Travel_Rarely      1405 Research_Development
1368  18        No        Non-Travel      1124 Research_Development
1369  35        No     Travel_Rarely       817 Research_Development
1371  27        No Travel_Frequently       793                Sales
1372  55       Yes     Travel_Rarely       267                Sales
1373  56        No     Travel_Rarely      1369 Research_Development
1374  34        No        Non-Travel       999 Research_Development
1375  40        No     Travel_Rarely      1202 Research_Development
1377  34        No     Travel_Rarely       285 Research_Development
1379  31       Yes Travel_Frequently       703                Sales
1380  35       Yes Travel_Frequently       662                Sales
1382  38        No Travel_Frequently       693 Research_Development
1383  34        No     Travel_Rarely       404 Research_Development
1387  28        No     Travel_Rarely       736                Sales
1389  31       Yes     Travel_Rarely       330 Research_Development
1390  39        No     Travel_Rarely      1498                Sales
1391  51        No Travel_Frequently       541                Sales
1392  41        No Travel_Frequently      1200 Research_Development
1394  37        No     Travel_Rarely      1439 Research_Development
1395  33        No Travel_Frequently      1111                Sales
1396  32        No     Travel_Rarely       499                Sales
1397  39        No        Non-Travel      1485 Research_Development
1399  25        No     Travel_Rarely      1372                Sales
1401  52        No Travel_Frequently       322 Research_Development
1402  43        No     Travel_Rarely       930 Research_Development
1403  27        No     Travel_Rarely       205                Sales
1405  27       Yes     Travel_Rarely       135 Research_Development
1407  26        No     Travel_Rarely       683 Research_Development
1408  42        No     Travel_Rarely      1147      Human_Resources
1409  52        No     Travel_Rarely       258 Research_Development
1411  37        No     Travel_Rarely      1462 Research_Development
1412  35        No Travel_Frequently       200 Research_Development
1415  25        No     Travel_Rarely       949 Research_Development
1417  26        No     Travel_Rarely       652 Research_Development
1419  29        No     Travel_Rarely       332      Human_Resources
1420  49       Yes Travel_Frequently      1475 Research_Development
1421  29       Yes Travel_Frequently       337 Research_Development
1422  54        No     Travel_Rarely       971 Research_Development
1423  58        No     Travel_Rarely      1055 Research_Development
1424  55        No     Travel_Rarely      1136 Research_Development
1425  36        No     Travel_Rarely      1174                Sales
1427  31       Yes Travel_Frequently       667                Sales
1428  30        No     Travel_Rarely       855                Sales
1430  31        No     Travel_Rarely       182 Research_Development
1431  34        No Travel_Frequently       560 Research_Development
1433  31       Yes     Travel_Rarely       202 Research_Development
1434  27        No     Travel_Rarely      1377 Research_Development
1435  36        No     Travel_Rarely       172 Research_Development
1436  36        No     Travel_Rarely       329                Sales
1438  47        No     Travel_Rarely       465 Research_Development
1439  25       Yes     Travel_Rarely       383                Sales
1440  37        No        Non-Travel      1413 Research_Development
1441  56        No     Travel_Rarely      1255 Research_Development
1443  47        No     Travel_Rarely       359 Research_Development
1445  24        No     Travel_Rarely      1476                Sales
1446  32        No     Travel_Rarely       601                Sales
1447  34        No     Travel_Rarely       401 Research_Development
1448  41        No     Travel_Rarely      1283 Research_Development
1449  40        No        Non-Travel       663 Research_Development
1453  31        No     Travel_Rarely       326                Sales
1457  46       Yes     Travel_Rarely       377                Sales
1458  39       Yes        Non-Travel       592 Research_Development
1459  31       Yes Travel_Frequently      1445 Research_Development
1460  45        No     Travel_Rarely      1038 Research_Development
1461  31        No     Travel_Rarely      1398      Human_Resources
1464  31       Yes Travel_Frequently       523 Research_Development
1465  45        No     Travel_Rarely      1448 Research_Development
1466  48        No     Travel_Rarely      1221                Sales
1467  34       Yes     Travel_Rarely      1107      Human_Resources
1468  40        No        Non-Travel       218 Research_Development
1469  28        No     Travel_Rarely       866                Sales
1471  44        No        Non-Travel       981 Research_Development
1472  53        No     Travel_Rarely       447 Research_Development
1473  49        No     Travel_Rarely      1495 Research_Development
1474  40        No     Travel_Rarely       896 Research_Development
1475  44        No     Travel_Rarely      1467 Research_Development
1477  33        No Travel_Frequently       430                Sales
1478  34        No     Travel_Rarely      1326                Sales
1479  30        No     Travel_Rarely      1358                Sales
1480  42        No Travel_Frequently       748 Research_Development
1481  44        No Travel_Frequently       383                Sales
1482  30        No        Non-Travel       990 Research_Development
1483  57        No     Travel_Rarely       405 Research_Development
1484  49        No     Travel_Rarely      1490 Research_Development
1485  34        No Travel_Frequently       829 Research_Development
1486  28       Yes Travel_Frequently      1496                Sales
1487  29       Yes Travel_Frequently       115                Sales
1489  34       Yes     Travel_Rarely       790                Sales
1492  35        No     Travel_Rarely       660                Sales
1494  24       Yes Travel_Frequently       381 Research_Development
1495  24        No        Non-Travel       830                Sales
1496  44        No Travel_Frequently      1193 Research_Development
1497  29        No     Travel_Rarely      1246                Sales
1499  30        No     Travel_Rarely       330      Human_Resources
1501  55        No     Travel_Rarely      1229 Research_Development
1502  33        No     Travel_Rarely      1099 Research_Development
1503  47        No     Travel_Rarely       571                Sales
1504  28       Yes Travel_Frequently       289 Research_Development
1506  28        No     Travel_Rarely      1423 Research_Development
1507  28        No Travel_Frequently       467                Sales
1509  49        No     Travel_Rarely       271 Research_Development
1513  29        No Travel_Frequently       410 Research_Development
1514  28        No     Travel_Rarely      1083 Research_Development
1515  33        No     Travel_Rarely       516 Research_Development
1516  32        No     Travel_Rarely       495 Research_Development
1520  54        No Travel_Frequently      1050 Research_Development
1522  29       Yes     Travel_Rarely       224 Research_Development
1523  44        No     Travel_Rarely       136 Research_Development
1525  39        No     Travel_Rarely      1089 Research_Development
1527  46        No     Travel_Rarely       228                Sales
1529  35        No     Travel_Rarely      1029 Research_Development
1533  23        No     Travel_Rarely       507 Research_Development
1534  40       Yes     Travel_Rarely       676 Research_Development
1535  34        No     Travel_Rarely       971                Sales
1537  31       Yes Travel_Frequently       561 Research_Development
1539  50        No Travel_Frequently       333 Research_Development
1541  34        No     Travel_Rarely      1440                Sales
1542  42        No     Travel_Rarely      1210 Research_Development
1543  37        No     Travel_Rarely       674 Research_Development
1544  29        No     Travel_Rarely       441 Research_Development
1545  33        No     Travel_Rarely       575 Research_Development
1546  45        No     Travel_Rarely       950 Research_Development
1547  42        No Travel_Frequently       288 Research_Development
1548  40        No     Travel_Rarely      1342                Sales
1549  33        No     Travel_Rarely       589 Research_Development
1550  40        No     Travel_Rarely       898      Human_Resources
1551  24        No     Travel_Rarely       350 Research_Development
1552  40        No        Non-Travel      1142 Research_Development
1553  45        No     Travel_Rarely       538 Research_Development
1554  35        No     Travel_Rarely      1402                Sales
1555  32        No     Travel_Rarely       824 Research_Development
1556  36        No     Travel_Rarely      1157                Sales
1557  48        No     Travel_Rarely       492                Sales
1558  29        No     Travel_Rarely       598 Research_Development
1560  33        No     Travel_Rarely      1242                Sales
1562  30       Yes     Travel_Rarely       740                Sales
1563  38        No Travel_Frequently       888      Human_Resources
1564  35        No     Travel_Rarely       992 Research_Development
1568  30        No     Travel_Rarely      1288                Sales
1569  35       Yes     Travel_Rarely       104 Research_Development
1572  53       Yes     Travel_Rarely       607 Research_Development
1573  38       Yes     Travel_Rarely       903 Research_Development
1574  32        No        Non-Travel      1200 Research_Development
1576  48        No     Travel_Rarely      1108 Research_Development
1577  34        No     Travel_Rarely       479 Research_Development
1578  55        No     Travel_Rarely       685                Sales
1580  34        No     Travel_Rarely      1351 Research_Development
1581  26        No     Travel_Rarely       474 Research_Development
1582  38        No     Travel_Rarely      1245                Sales
1583  38        No     Travel_Rarely       437                Sales
1585  36        No     Travel_Rarely       884                Sales
1586  29        No     Travel_Rarely      1370 Research_Development
1587  35        No     Travel_Rarely       670 Research_Development
1588  39        No     Travel_Rarely      1462                Sales
1590  29        No Travel_Frequently       995 Research_Development
1591  50        No     Travel_Rarely       264                Sales
1592  23        No     Travel_Rarely       977 Research_Development
1594  36        No Travel_Frequently      1302 Research_Development
1595  42        No     Travel_Rarely      1059 Research_Development
1596  35        No     Travel_Rarely       750 Research_Development
1597  34        No Travel_Frequently       653 Research_Development
1598  40        No     Travel_Rarely       118                Sales
1599  43        No     Travel_Rarely       990 Research_Development
1601  35        No     Travel_Rarely      1349 Research_Development
1602  46        No     Travel_Rarely       563                Sales
1604  28       Yes     Travel_Rarely       329 Research_Development
1605  22        No        Non-Travel       457 Research_Development
1606  50        No Travel_Frequently      1234 Research_Development
1607  32        No     Travel_Rarely       634 Research_Development
1608  44        No     Travel_Rarely      1313 Research_Development
1609  30        No     Travel_Rarely       241 Research_Development
1611  45        No     Travel_Rarely      1015 Research_Development
1612  45        No        Non-Travel       336                Sales
1613  31        No Travel_Frequently       715                Sales
1614  36        No     Travel_Rarely       559 Research_Development
1615  34        No Travel_Frequently       426 Research_Development
1617  49        No     Travel_Rarely       722 Research_Development
1618  39        No     Travel_Rarely      1387 Research_Development
1619  27        No     Travel_Rarely      1302 Research_Development
1621  35        No     Travel_Rarely       819 Research_Development
1622  28        No     Travel_Rarely       580 Research_Development
1623  21        No     Travel_Rarely       546 Research_Development
1624  18       Yes Travel_Frequently       544                Sales
1625  47        No     Travel_Rarely      1176      Human_Resources
1627  39        No     Travel_Rarely       170 Research_Development
1628  40        No     Travel_Rarely       884 Research_Development
1630  35        No        Non-Travel       208 Research_Development
1631  37        No     Travel_Rarely       671 Research_Development
1633  39        No Travel_Frequently       711 Research_Development
1635  45        No     Travel_Rarely      1329 Research_Development
1638  38        No     Travel_Rarely       397 Research_Development
1639  35       Yes     Travel_Rarely       737                Sales
1640  37        No     Travel_Rarely      1470 Research_Development
1641  40        No     Travel_Rarely       448 Research_Development
1642  44        No Travel_Frequently       602      Human_Resources
1644  48        No Travel_Frequently       365 Research_Development
1645  35       Yes     Travel_Rarely       763                Sales
1646  24        No Travel_Frequently       567 Research_Development
1647  27        No     Travel_Rarely       486 Research_Development
1648  27        No Travel_Frequently       591 Research_Development
1649  40       Yes     Travel_Rarely      1329 Research_Development
1650  29        No     Travel_Rarely       469                Sales
1651  36        No     Travel_Rarely       711 Research_Development
1653  25        No Travel_Frequently       772 Research_Development
1654  39        No     Travel_Rarely       492 Research_Development
1655  49        No     Travel_Rarely       301 Research_Development
1656  50        No     Travel_Rarely       813 Research_Development
1657  20        No     Travel_Rarely      1141                Sales
1658  34        No     Travel_Rarely      1130 Research_Development
1659  36        No     Travel_Rarely       311 Research_Development
1661  49        No     Travel_Rarely       465 Research_Development
1662  36        No        Non-Travel       894 Research_Development
1664  36        No     Travel_Rarely      1040 Research_Development
1665  54        No     Travel_Rarely       584 Research_Development
1666  43        No     Travel_Rarely      1291 Research_Development
1667  35       Yes Travel_Frequently       880                Sales
1668  38        No Travel_Frequently      1189 Research_Development
1669  29        No     Travel_Rarely       991                Sales
1670  33        No     Travel_Rarely       392                Sales
1671  32        No     Travel_Rarely       977 Research_Development
1673  31        No     Travel_Rarely      1112                Sales
1674  49        No     Travel_Rarely       464 Research_Development
1675  38        No Travel_Frequently       148 Research_Development
1676  47        No     Travel_Rarely      1225                Sales
1677  49        No     Travel_Rarely       809 Research_Development
1678  41        No     Travel_Rarely      1206                Sales
1680  20        No     Travel_Rarely       727                Sales
1681  33        No        Non-Travel       530                Sales
1682  36        No     Travel_Rarely      1351 Research_Development
1683  44        No     Travel_Rarely       528      Human_Resources
1684  23       Yes     Travel_Rarely      1320 Research_Development
1687  38        No     Travel_Rarely      1495 Research_Development
1689  53        No     Travel_Rarely      1395 Research_Development
1691  48       Yes Travel_Frequently       708                Sales
1692  32       Yes     Travel_Rarely      1259 Research_Development
1693  26        No        Non-Travel       786 Research_Development
1694  55        No     Travel_Rarely      1441 Research_Development
1696  34        No     Travel_Rarely      1157 Research_Development
1697  60        No     Travel_Rarely       370 Research_Development
1698  33        No     Travel_Rarely       267 Research_Development
1700  37        No Travel_Frequently      1278                Sales
1701  34        No     Travel_Rarely       678 Research_Development
1702  23       Yes     Travel_Rarely       427                Sales
1703  44        No     Travel_Rarely       921 Research_Development
1704  35        No Travel_Frequently       146 Research_Development
1706  43        No     Travel_Rarely      1179                Sales
1707  24        No     Travel_Rarely       581 Research_Development
1708  41        No     Travel_Rarely       918                Sales
1709  29        No     Travel_Rarely      1082 Research_Development
1710  36        No     Travel_Rarely       530                Sales
1712  45        No        Non-Travel      1238 Research_Development
1714  24       Yes     Travel_Rarely       240      Human_Resources
1716  47       Yes Travel_Frequently      1093                Sales
1718  26        No     Travel_Rarely       390 Research_Development
1719  45        No     Travel_Rarely      1005 Research_Development
1720  32        No Travel_Frequently       585 Research_Development
1721  31        No     Travel_Rarely       741 Research_Development
1722  41        No        Non-Travel       552      Human_Resources
1724  40        No     Travel_Rarely       369 Research_Development
1725  24        No     Travel_Rarely       506 Research_Development
1727  46        No     Travel_Rarely       717 Research_Development
1728  35        No     Travel_Rarely      1370 Research_Development
1729  30        No     Travel_Rarely       793 Research_Development
1731  47        No        Non-Travel       543                Sales
1732  46        No     Travel_Rarely      1277                Sales
1733  36       Yes     Travel_Rarely      1456                Sales
1734  32       Yes     Travel_Rarely       964                Sales
1735  23        No     Travel_Rarely       160 Research_Development
1736  31        No Travel_Frequently       163 Research_Development
1737  39        No        Non-Travel       792 Research_Development
1739  32        No     Travel_Rarely       371                Sales
1740  40        No     Travel_Rarely       611                Sales
1744  45        No     Travel_Rarely       176      Human_Resources
1745  30        No Travel_Frequently      1312 Research_Development
1746  24        No Travel_Frequently       897      Human_Resources
1747  30       Yes Travel_Frequently       600      Human_Resources
1749  31        No     Travel_Rarely      1003                Sales
1751  27        No     Travel_Rarely      1054 Research_Development
1752  29       Yes     Travel_Rarely       428                Sales
1753  29        No Travel_Frequently       461 Research_Development
1754  30        No     Travel_Rarely       979                Sales
1755  34        No     Travel_Rarely       181 Research_Development
1756  33        No        Non-Travel      1283                Sales
1757  49        No     Travel_Rarely      1313                Sales
1758  33       Yes     Travel_Rarely       211                Sales
1760  38        No Travel_Frequently       594 Research_Development
1761  31       Yes     Travel_Rarely      1079                Sales
1762  29        No     Travel_Rarely       590 Research_Development
1763  30        No     Travel_Rarely       305 Research_Development
1764  32        No        Non-Travel       953 Research_Development
1766  38        No     Travel_Rarely       833 Research_Development
1767  43       Yes Travel_Frequently       807 Research_Development
1768  42        No     Travel_Rarely       855 Research_Development
1770  55        No     Travel_Rarely       478 Research_Development
1771  33        No        Non-Travel       775 Research_Development
1772  41        No     Travel_Rarely       548 Research_Development
1774  34        No        Non-Travel      1375                Sales
1775  53        No        Non-Travel       661 Research_Development
1778  43        No     Travel_Rarely       244      Human_Resources
1779  34        No     Travel_Rarely       511                Sales
1780  21       Yes     Travel_Rarely       337                Sales
1782  38        No     Travel_Rarely      1153 Research_Development
1783  22       Yes     Travel_Rarely      1294 Research_Development
1784  31        No     Travel_Rarely       196                Sales
1786  51        No     Travel_Rarely       942 Research_Development
1787  37        No     Travel_Rarely       589                Sales
1789  46        No     Travel_Rarely       734 Research_Development
1790  36        No     Travel_Rarely      1383 Research_Development
1792  44       Yes Travel_Frequently       429 Research_Development
1794  37        No     Travel_Rarely      1239      Human_Resources
1797  35       Yes     Travel_Rarely       303                Sales
1798  33        No     Travel_Rarely       867 Research_Development
1799  28        No     Travel_Rarely      1181 Research_Development
1800  39        No     Travel_Rarely      1253 Research_Development
1801  46        No        Non-Travel       849                Sales
1802  40        No     Travel_Rarely       616 Research_Development
1803  42        No     Travel_Rarely      1128 Research_Development
1804  35        No        Non-Travel      1180 Research_Development
1805  38        No        Non-Travel      1336      Human_Resources
1807  34       Yes Travel_Frequently       234 Research_Development
1809  37       Yes     Travel_Rarely       370 Research_Development
1812  39        No Travel_Frequently       766                Sales
1813  43        No        Non-Travel       343 Research_Development
1814  41        No     Travel_Rarely       447 Research_Development
1815  41        No     Travel_Rarely       796                Sales
1816  30        No     Travel_Rarely      1092 Research_Development
1818  26       Yes     Travel_Rarely       920      Human_Resources
1821  46       Yes     Travel_Rarely       261 Research_Development
1822  40        No     Travel_Rarely      1194 Research_Development
1823  34        No     Travel_Rarely       810                Sales
1824  58        No        Non-Travel       350                Sales
1826  35        No     Travel_Rarely       185 Research_Development
1827  47        No     Travel_Rarely      1001 Research_Development
1829  40        No     Travel_Rarely       750 Research_Development
1830  54        No     Travel_Rarely       431 Research_Development
1833  31        No Travel_Frequently      1125                Sales
1834  28        No     Travel_Rarely      1217 Research_Development
1835  38        No     Travel_Rarely       723                Sales
1836  26        No     Travel_Rarely       572                Sales
1837  58        No Travel_Frequently      1216 Research_Development
1839  18        No        Non-Travel      1431 Research_Development
1842  31       Yes     Travel_Rarely       359      Human_Resources
1844  29       Yes     Travel_Rarely       350      Human_Resources
1845  45        No        Non-Travel       589                Sales
1847  36        No     Travel_Rarely       430 Research_Development
1849  43        No Travel_Frequently      1422                Sales
1850  27        No Travel_Frequently      1297 Research_Development
1852  29        No Travel_Frequently       574 Research_Development
1853  32        No Travel_Frequently      1318                Sales
1854  42        No        Non-Travel       355 Research_Development
1856  47        No     Travel_Rarely       207 Research_Development
1857  46        No     Travel_Rarely       706 Research_Development
1858  28        No        Non-Travel       280      Human_Resources
1859  29        No     Travel_Rarely       726 Research_Development
1860  42        No     Travel_Rarely      1142 Research_Development
1862  32       Yes     Travel_Rarely       414                Sales
1863  46        No     Travel_Rarely      1319                Sales
1864  27        No     Travel_Rarely       728                Sales
1865  29        No     Travel_Rarely       352      Human_Resources
1866  43        No     Travel_Rarely       823 Research_Development
1867  48        No     Travel_Rarely      1224 Research_Development
1868  29       Yes Travel_Frequently       459 Research_Development
1869  46       Yes     Travel_Rarely      1254                Sales
1870  27        No Travel_Frequently      1131 Research_Development
1871  39        No     Travel_Rarely       835 Research_Development
1873  55        No     Travel_Rarely       836 Research_Development
1875  28        No     Travel_Rarely      1172                Sales
1876  30       Yes     Travel_Rarely       945                Sales
1878  22       Yes     Travel_Rarely       391 Research_Development
1880  36        No     Travel_Rarely      1266                Sales
1881  31        No     Travel_Rarely       311 Research_Development
1882  34        No     Travel_Rarely      1480                Sales
1883  29        No     Travel_Rarely       592 Research_Development
1885  37        No     Travel_Rarely       783 Research_Development
1886  35        No     Travel_Rarely       219 Research_Development
1888  45        No     Travel_Rarely       556 Research_Development
1890  36        No Travel_Frequently      1213      Human_Resources
1892  40        No     Travel_Rarely      1137 Research_Development
1893  26        No     Travel_Rarely       482 Research_Development
1898  27        No     Travel_Rarely       511                Sales
1900  48        No Travel_Frequently       117 Research_Development
1903  44        No     Travel_Rarely       170 Research_Development
1905  34       Yes        Non-Travel       967 Research_Development
1907  56       Yes     Travel_Rarely      1162 Research_Development
1908  36        No     Travel_Rarely       335                Sales
1909  41        No     Travel_Rarely       337                Sales
1911  42        No     Travel_Rarely      1396 Research_Development
1912  31        No     Travel_Rarely      1079                Sales
1915  34        No     Travel_Rarely       735                Sales
1916  31        No     Travel_Rarely       471 Research_Development
1918  26        No Travel_Frequently      1096 Research_Development
1922  45        No Travel_Frequently      1297 Research_Development
1924  33        No     Travel_Rarely       217                Sales
1927  28        No Travel_Frequently       783                Sales
1928  29       Yes Travel_Frequently       746                Sales
1929  39        No        Non-Travel      1251                Sales
1931  27        No     Travel_Rarely      1354 Research_Development
1932  34        No Travel_Frequently       735 Research_Development
1933  28       Yes     Travel_Rarely      1475                Sales
1934  47        No        Non-Travel      1169 Research_Development
1935  56        No     Travel_Rarely      1443                Sales
1936  39        No     Travel_Rarely       867 Research_Development
1937  38        No Travel_Frequently      1394 Research_Development
1938  58        No     Travel_Rarely       605                Sales
1939  32       Yes Travel_Frequently       238 Research_Development
1940  38        No     Travel_Rarely      1206 Research_Development
1941  49        No Travel_Frequently      1064 Research_Development
1943  42        No     Travel_Rarely       419                Sales
1944  27       Yes Travel_Frequently      1337      Human_Resources
1945  35        No     Travel_Rarely       682                Sales
1947  28        No        Non-Travel      1103 Research_Development
1948  31        No        Non-Travel       976 Research_Development
1949  36        No        Non-Travel      1351 Research_Development
1950  34        No     Travel_Rarely       937                Sales
1951  34        No     Travel_Rarely      1239                Sales
1952  26        No     Travel_Rarely       157 Research_Development
1954  29        No     Travel_Rarely       136 Research_Development
1955  32        No        Non-Travel      1146 Research_Development
1956  31        No Travel_Frequently      1125 Research_Development
1960  28       Yes     Travel_Rarely      1404 Research_Development
1961  38        No     Travel_Rarely      1404                Sales
1962  35        No     Travel_Rarely      1224                Sales
1965  27        No     Travel_Rarely       954                Sales
1966  32        No     Travel_Rarely      1373 Research_Development
1967  31       Yes Travel_Frequently       754                Sales
1968  53       Yes     Travel_Rarely      1168                Sales
1969  54        No     Travel_Rarely       155 Research_Development
1970  33        No Travel_Frequently      1303 Research_Development
1971  43        No     Travel_Rarely       574 Research_Development
1972  38        No Travel_Frequently      1444      Human_Resources
1973  55        No     Travel_Rarely       189      Human_Resources
1974  31        No     Travel_Rarely      1276 Research_Development
1975  39        No     Travel_Rarely       119                Sales
1976  42        No        Non-Travel       335 Research_Development
1979  31        No        Non-Travel       697 Research_Development
1980  54        No     Travel_Rarely       157 Research_Development
1981  24        No     Travel_Rarely       771 Research_Development
1982  23        No     Travel_Rarely       571 Research_Development
1985  40        No Travel_Frequently       692 Research_Development
1986  40        No     Travel_Rarely       444                Sales
1987  25        No     Travel_Rarely       309      Human_Resources
1989  30        No     Travel_Rarely       911 Research_Development
1992  25        No     Travel_Rarely       977 Research_Development
1993  47        No     Travel_Rarely      1180 Research_Development
1994  33        No        Non-Travel      1313 Research_Development
1995  38        No     Travel_Rarely      1321                Sales
1996  31        No     Travel_Rarely      1154                Sales
1997  38        No Travel_Frequently       508 Research_Development
1998  42        No     Travel_Rarely       557 Research_Development
1999  41        No     Travel_Rarely       642 Research_Development
2000  47        No        Non-Travel      1162 Research_Development
2003  35        No     Travel_Rarely      1490 Research_Development
2007  22        No     Travel_Rarely       581 Research_Development
2008  35        No     Travel_Rarely      1395 Research_Development
2009  33        No     Travel_Rarely       501 Research_Development
2010  32        No     Travel_Rarely       267 Research_Development
2012  40        No     Travel_Rarely       543 Research_Development
2013  32        No     Travel_Rarely       234                Sales
2014  39        No     Travel_Rarely       116 Research_Development
2015  38        No     Travel_Rarely       201 Research_Development
2016  32        No     Travel_Rarely       801                Sales
2017  37        No     Travel_Rarely       161 Research_Development
2018  25        No     Travel_Rarely      1382                Sales
2019  52        No        Non-Travel       585                Sales
2020  44        No     Travel_Rarely      1037 Research_Development
2021  21        No     Travel_Rarely       501                Sales
2022  39        No        Non-Travel       105 Research_Development
2023  23       Yes Travel_Frequently       638                Sales
2024  36        No     Travel_Rarely       557                Sales
2025  36        No Travel_Frequently       688 Research_Development
2026  56        No        Non-Travel       667 Research_Development
2027  29       Yes     Travel_Rarely      1092 Research_Development
2031  42        No     Travel_Rarely       300 Research_Development
2032  56       Yes     Travel_Rarely       310 Research_Development
2034  41        No     Travel_Rarely       582 Research_Development
2035  34        No     Travel_Rarely       704                Sales
2036  36        No        Non-Travel       301                Sales
2037  41        No     Travel_Rarely       930                Sales
2038  32        No     Travel_Rarely       529 Research_Development
2040  35        No     Travel_Rarely      1146      Human_Resources
2041  38        No     Travel_Rarely       345                Sales
2044  50       Yes Travel_Frequently       878                Sales
2045  36        No     Travel_Rarely      1120                Sales
2046  45        No     Travel_Rarely       374                Sales
2048  40        No     Travel_Rarely      1322 Research_Development
2049  35        No Travel_Frequently      1199 Research_Development
2051  40        No     Travel_Rarely      1194 Research_Development
2052  35        No     Travel_Rarely       287 Research_Development
2053  29        No     Travel_Rarely      1378 Research_Development
2054  29        No     Travel_Rarely       468 Research_Development
2055  50       Yes     Travel_Rarely       410                Sales
2056  39        No     Travel_Rarely       722                Sales
2057  31        No        Non-Travel       325 Research_Development
2060  26        No     Travel_Rarely      1167                Sales
2061  36        No Travel_Frequently       884 Research_Development
2062  39        No     Travel_Rarely       613 Research_Development
2064  27        No     Travel_Rarely       155 Research_Development
2065  49        No Travel_Frequently      1023                Sales
2068  34        No     Travel_Rarely       628 Research_Development
     DistanceFromHome     Education   EducationField EnvironmentSatisfaction
1                   1       College    Life_Sciences                  Medium
2                   8 Below_College    Life_Sciences                    High
4                   2       College            Other               Very_High
5                   3        Master    Life_Sciences               Very_High
7                   2 Below_College          Medical                     Low
8                   2       College    Life_Sciences               Very_High
10                  3      Bachelor          Medical                    High
11                 24 Below_College    Life_Sciences               Very_High
12                 23      Bachelor    Life_Sciences               Very_High
13                 27      Bachelor          Medical                    High
14                 16      Bachelor          Medical                     Low
15                 15       College    Life_Sciences               Very_High
16                 26 Below_College    Life_Sciences                     Low
18                 19       College          Medical                  Medium
19                 24      Bachelor    Life_Sciences                    High
20                 21        Master    Life_Sciences                  Medium
21                  5       College    Life_Sciences                     Low
22                 16       College          Medical               Very_High
23                  2        Master    Life_Sciences                     Low
24                  2      Bachelor    Life_Sciences               Very_High
26                 11       College            Other                     Low
27                  9        Master    Life_Sciences                    High
28                  7        Master    Life_Sciences                     Low
30                 15       College    Life_Sciences                    High
31                  6 Below_College          Medical                  Medium
32                  5      Bachelor            Other                    High
33                 16 Below_College    Life_Sciences                  Medium
35                  8        Master        Marketing                    High
36                  7        Master          Medical                     Low
38                  2        Master        Marketing                  Medium
39                  2      Bachelor          Medical                    High
40                 10        Master            Other               Very_High
41                  9       College          Medical               Very_High
42                  5      Bachelor Technical_Degree               Very_High
45                  1      Bachelor          Medical                  Medium
46                  2       College          Medical               Very_High
47                  3       College        Marketing                     Low
49                  2      Bachelor        Marketing               Very_High
51                  5        Master    Life_Sciences                  Medium
52                  1      Bachelor    Life_Sciences                    High
53                  4       College            Other                    High
54                  2        Master    Life_Sciences               Very_High
55                 25      Bachelor    Life_Sciences                     Low
56                  8      Bachelor    Life_Sciences               Very_High
57                  1       College          Medical                    High
58                 12      Bachelor Technical_Degree                  Medium
60                 23        Master        Marketing                  Medium
61                 19       College    Life_Sciences                  Medium
62                  5        Master        Marketing                     Low
63                  8 Below_College    Life_Sciences               Very_High
64                  1       College    Life_Sciences                     Low
65                  5        Master Technical_Degree                    High
68                  1        Doctor        Marketing                  Medium
70                 11       College          Medical                    High
72                 23      Bachelor        Marketing                    High
73                  1       College    Life_Sciences                     Low
74                 18        Doctor    Life_Sciences                  Medium
75                 23        Master          Medical                    High
76                  7        Master    Life_Sciences               Very_High
77                  1        Master    Life_Sciences                     Low
78                  1      Bachelor          Medical                     Low
79                 29        Doctor    Life_Sciences               Very_High
80                  7       College          Medical                  Medium
81                 25      Bachelor    Life_Sciences                     Low
83                  8      Bachelor Technical_Degree                    High
84                  8      Bachelor          Medical               Very_High
85                 11      Bachelor    Life_Sciences                  Medium
86                  7      Bachelor    Life_Sciences                  Medium
88                  1      Bachelor          Medical                  Medium
90                  9      Bachelor          Medical               Very_High
91                  1 Below_College    Life_Sciences                     Low
94                  2      Bachelor    Life_Sciences                    High
95                  1        Master          Medical                    High
96                  1      Bachelor    Life_Sciences                  Medium
97                  6      Bachelor    Life_Sciences                  Medium
98                  8        Master    Life_Sciences                    High
100                 1        Master        Marketing                    High
101                 6        Master            Other               Very_High
102                 7        Master          Medical                     Low
103                 5       College          Medical                  Medium
104                 1 Below_College    Life_Sciences               Very_High
105                 1      Bachelor          Medical                  Medium
106                 1       College    Life_Sciences                     Low
107                 6      Bachelor          Medical                  Medium
110                 1       College          Medical                     Low
112                 7      Bachelor    Life_Sciences               Very_High
113                 2 Below_College Technical_Degree                    High
116                 9        Master    Life_Sciences               Very_High
117                 2      Bachelor    Life_Sciences                    High
118                 9       College          Medical                    High
119                 1        Master    Life_Sciences                    High
120                21        Master        Marketing                    High
121                 4       College          Medical                    High
124                 1      Bachelor          Medical                    High
125                 6        Master          Medical                  Medium
126                 2        Master Technical_Degree                     Low
128                 3       College            Other                     Low
129                 4      Bachelor          Medical                  Medium
131                10        Master          Medical               Very_High
132                23      Bachelor          Medical                  Medium
133                 6        Master  Human_Resources                    High
134                 1 Below_College    Life_Sciences               Very_High
137                 6      Bachelor    Life_Sciences               Very_High
138                 6        Master            Other                     Low
139                 2       College    Life_Sciences                    High
140                 2        Master  Human_Resources                    High
141                 1      Bachelor    Life_Sciences                     Low
142                 5      Bachelor        Marketing                    High
143                 7 Below_College          Medical               Very_High
144                15      Bachelor          Medical                  Medium
145                 1        Master          Medical                     Low
147                 7      Bachelor    Life_Sciences                     Low
148                26      Bachelor  Human_Resources               Very_High
150                18 Below_College    Life_Sciences                  Medium
151                 6        Master    Life_Sciences                    High
152                 3      Bachelor    Life_Sciences                    High
153                 5      Bachelor          Medical                    High
154                11       College Technical_Degree                  Medium
155                 3       College    Life_Sciences                     Low
158                26       College    Life_Sciences                    High
159                23      Bachelor    Life_Sciences                     Low
160                22       College        Marketing                    High
161                14        Master    Life_Sciences                  Medium
162                 6      Bachelor    Life_Sciences                     Low
163                 6        Master    Life_Sciences                  Medium
164                 6      Bachelor            Other                    High
165                23        Master          Medical               Very_High
167                22 Below_College        Marketing               Very_High
169                 2 Below_College Technical_Degree                    High
170                20        Master          Medical                    High
171                28      Bachelor          Medical                  Medium
174                12      Bachelor        Marketing                    High
175                20      Bachelor    Life_Sciences                  Medium
176                 9 Below_College    Life_Sciences                    High
177                25 Below_College    Life_Sciences                    High
178                 6       College          Medical                  Medium
179                 8        Master    Life_Sciences                     Low
182                 4        Master    Life_Sciences               Very_High
183                28      Bachelor    Life_Sciences                     Low
184                 9      Bachelor  Human_Resources                    High
190                 9      Bachelor          Medical                     Low
192                29      Bachelor          Medical                    High
193                 3        Doctor Technical_Degree               Very_High
194                18      Bachelor    Life_Sciences                     Low
195                 9       College          Medical               Very_High
197                 5      Bachelor Technical_Degree               Very_High
198                 2 Below_College          Medical                  Medium
199                10      Bachelor    Life_Sciences               Very_High
200                 9        Master    Life_Sciences                    High
201                 3 Below_College          Medical                  Medium
202                26      Bachelor          Medical                  Medium
204                 1        Doctor        Marketing                    High
205                 6       College        Marketing                  Medium
206                 9      Bachelor    Life_Sciences                  Medium
207                 8      Bachelor        Marketing                  Medium
208                 1 Below_College Technical_Degree               Very_High
211                 7        Master          Medical                  Medium
214                 9      Bachelor          Medical                  Medium
215                 4        Master        Marketing                    High
216                 2        Master        Marketing                    High
217                19 Below_College          Medical                    High
218                 9      Bachelor          Medical               Very_High
221                21      Bachelor          Medical                    High
223                24       College    Life_Sciences                    High
224                 3      Bachelor          Medical                    High
226                11      Bachelor    Life_Sciences                    High
227                14      Bachelor    Life_Sciences                     Low
228                 5      Bachelor    Life_Sciences                  Medium
230                 1        Master    Life_Sciences                     Low
231                 6        Doctor    Life_Sciences                    High
233                17      Bachelor Technical_Degree                    High
235                 1 Below_College Technical_Degree                    High
238                 3       College          Medical               Very_High
239                 9      Bachelor          Medical                    High
240                 4       College    Life_Sciences                    High
241                 8      Bachelor    Life_Sciences                    High
242                 2      Bachelor    Life_Sciences                    High
243                 2      Bachelor    Life_Sciences                  Medium
244                 1       College        Marketing                  Medium
245                 9       College    Life_Sciences                    High
246                12 Below_College          Medical                    High
247                27       College          Medical               Very_High
248                20       College        Marketing                  Medium
249                 1      Bachelor          Medical                    High
250                13       College          Medical               Very_High
252                14      Bachelor          Medical               Very_High
253                 4 Below_College          Medical               Very_High
254                14        Master          Medical                    High
256                 2 Below_College    Life_Sciences               Very_High
258                 3      Bachelor          Medical               Very_High
259                 1        Master    Life_Sciences                    High
260                 9      Bachelor          Medical               Very_High
261                23       College    Life_Sciences                  Medium
262                 7      Bachelor          Medical               Very_High
264                 2       College          Medical                     Low
267                21      Bachelor    Life_Sciences                  Medium
269                 2      Bachelor          Medical                  Medium
270                21       College          Medical                    High
271                 2        Master    Life_Sciences               Very_High
273                29      Bachelor Technical_Degree               Very_High
274                 1 Below_College Technical_Degree                    High
275                18        Master    Life_Sciences               Very_High
277                10        Master          Medical               Very_High
281                19       College          Medical                    High
282                29 Below_College          Medical                  Medium
283                27      Bachelor        Marketing                  Medium
284                 5      Bachelor    Life_Sciences               Very_High
286                18 Below_College          Medical                  Medium
287                 9        Doctor    Life_Sciences               Very_High
288                 1        Master          Medical               Very_High
291                 4        Master          Medical               Very_High
292                 1 Below_College    Life_Sciences                    High
293                20      Bachelor    Life_Sciences               Very_High
296                 8        Master    Life_Sciences                  Medium
297                 3      Bachelor Technical_Degree               Very_High
298                 6      Bachelor    Life_Sciences               Very_High
299                26        Master        Marketing                    High
300                 1      Bachelor Technical_Degree                    High
302                 6      Bachelor          Medical               Very_High
303                 3      Bachelor        Marketing               Very_High
304                 5       College    Life_Sciences               Very_High
305                 4        Master          Medical                    High
306                11      Bachelor            Other                  Medium
307                 3      Bachelor    Life_Sciences                     Low
308                 1        Master          Medical                    High
309                 3      Bachelor    Life_Sciences                    High
311                 4        Master        Marketing                     Low
312                 1 Below_College          Medical                  Medium
314                 1      Bachelor        Marketing                    High
315                18 Below_College          Medical                    High
316                 2      Bachelor    Life_Sciences                    High
319                 4       College Technical_Degree                    High
321                 6       College          Medical                  Medium
323                 1        Master          Medical               Very_High
325                14      Bachelor          Medical                    High
327                16      Bachelor        Marketing               Very_High
328                 2       College    Life_Sciences                     Low
329                 2        Master    Life_Sciences                     Low
330                 4       College    Life_Sciences                    High
331                 1      Bachelor    Life_Sciences               Very_High
332                 1        Master          Medical                    High
333                26        Master        Marketing                    High
334                19       College    Life_Sciences                    High
335                24       College Technical_Degree                     Low
336                 1      Bachelor            Other                    High
337                 3        Master          Medical                  Medium
338                 5        Master    Life_Sciences                    High
339                 2        Master    Life_Sciences               Very_High
340                 1       College          Medical                    High
341                 7        Master    Life_Sciences                     Low
342                10      Bachelor          Medical                     Low
343                 2        Master Technical_Degree                    High
346                15      Bachelor    Life_Sciences                    High
347                17       College    Life_Sciences               Very_High
349                20       College        Marketing               Very_High
350                 1      Bachelor    Life_Sciences                     Low
351                 2      Bachelor          Medical               Very_High
352                 2       College          Medical                     Low
353                 1      Bachelor    Life_Sciences                    High
355                29       College          Medical                    High
359                 7      Bachelor    Life_Sciences                  Medium
361                 2       College    Life_Sciences               Very_High
362                 2 Below_College Technical_Degree               Very_High
363                 2      Bachelor Technical_Degree                    High
364                 2        Master    Life_Sciences                     Low
366                 2      Bachelor          Medical                     Low
367                23      Bachelor          Medical                  Medium
369                 5       College    Life_Sciences                  Medium
372                20       College          Medical                    High
373                 6      Bachelor    Life_Sciences               Very_High
374                 1      Bachelor          Medical               Very_High
376                29        Master    Life_Sciences                     Low
377                 9      Bachelor          Medical               Very_High
378                 6        Master          Medical                    High
379                 3       College          Medical               Very_High
380                 1        Master          Medical                     Low
381                22      Bachelor    Life_Sciences                  Medium
382                 7       College          Medical                     Low
384                 1      Bachelor    Life_Sciences                    High
385                 4 Below_College    Life_Sciences                     Low
386                 3        Master          Medical                    High
387                 1 Below_College    Life_Sciences                  Medium
388                 2       College    Life_Sciences                  Medium
389                20       College Technical_Degree                  Medium
390                11       College          Medical                     Low
391                 1      Bachelor    Life_Sciences               Very_High
392                24      Bachelor    Life_Sciences               Very_High
393                23        Master    Life_Sciences               Very_High
394                16        Master          Medical                     Low
395                 8       College    Life_Sciences               Very_High
396                10        Master    Life_Sciences                    High
397                 3      Bachelor Technical_Degree                    High
399                 5      Bachelor        Marketing               Very_High
401                 4        Master        Marketing               Very_High
403                 9      Bachelor          Medical                  Medium
404                26      Bachelor        Marketing                    High
405                 3      Bachelor    Life_Sciences                    High
406                16      Bachelor        Marketing                    High
407                18        Master    Life_Sciences                    High
408                 2      Bachelor          Medical               Very_High
410                 2        Master    Life_Sciences               Very_High
411                10      Bachelor          Medical               Very_High
412                16       College          Medical                  Medium
416                 7      Bachelor Technical_Degree                  Medium
417                 1      Bachelor          Medical                    High
419                24        Master    Life_Sciences                  Medium
420                 7      Bachelor    Life_Sciences               Very_High
421                25       College    Life_Sciences                     Low
422                 1        Master    Life_Sciences               Very_High
423                 5        Master Technical_Degree                    High
424                 2      Bachelor  Human_Resources                     Low
425                 7      Bachelor    Life_Sciences                     Low
426                 2        Master    Life_Sciences                    High
428                 5        Master    Life_Sciences               Very_High
429                10 Below_College          Medical                    High
430                10        Master    Life_Sciences                    High
431                 1       College Technical_Degree                    High
433                 8        Master          Medical                    High
434                 5      Bachelor    Life_Sciences                    High
436                 8       College Technical_Degree                    High
437                 2      Bachelor    Life_Sciences               Very_High
438                 7      Bachelor        Marketing               Very_High
439                 2        Master          Medical                     Low
440                 2        Master          Medical                     Low
441                28       College          Medical               Very_High
442                 7       College    Life_Sciences                    High
444                 7       College          Medical                    High
445                 3       College          Medical               Very_High
446                10      Bachelor        Marketing                  Medium
447                 5        Doctor    Life_Sciences               Very_High
448                10        Master    Life_Sciences                    High
449                 1 Below_College        Marketing                    High
450                20        Master    Life_Sciences               Very_High
451                 7      Bachelor    Life_Sciences                    High
452                 8        Master            Other               Very_High
453                 1       College          Medical                  Medium
454                 8        Master            Other                  Medium
455                 9        Doctor            Other                  Medium
456                 5      Bachelor        Marketing               Very_High
458                 8        Master        Marketing                  Medium
460                 5       College          Medical               Very_High
461                15       College    Life_Sciences                    High
462                 7        Master          Medical                    High
463                10 Below_College        Marketing               Very_High
464                 5        Master Technical_Degree                    High
465                26 Below_College    Life_Sciences                    High
466                 6      Bachelor          Medical               Very_High
467                 4 Below_College          Medical                  Medium
468                23        Doctor    Life_Sciences                     Low
469                 2      Bachelor    Life_Sciences               Very_High
470                 2 Below_College Technical_Degree                    High
471                 2      Bachelor          Medical                    High
473                29 Below_College          Medical                     Low
474                 6      Bachelor          Medical                    High
475                25       College Technical_Degree               Very_High
476                 1      Bachelor    Life_Sciences                    High
477                 2        Master            Other                     Low
478                 1 Below_College Technical_Degree                     Low
479                 1        Doctor          Medical               Very_High
481                 3        Master          Medical                     Low
482                 1        Master          Medical               Very_High
483                10        Master    Life_Sciences               Very_High
484                 9       College          Medical                     Low
485                 5      Bachelor        Marketing               Very_High
486                10      Bachelor          Medical                    High
487                 7        Master          Medical                    High
488                 4      Bachelor        Marketing                     Low
491                10      Bachelor Technical_Degree               Very_High
492                22       College        Marketing                    High
493                 9        Master    Life_Sciences                    High
494                12      Bachelor    Life_Sciences                    High
495                23      Bachelor    Life_Sciences               Very_High
496                 9        Master    Life_Sciences                    High
497                 1       College          Medical               Very_High
498                 9        Master    Life_Sciences                  Medium
499                 7      Bachelor            Other                  Medium
500                14       College    Life_Sciences                    High
501                 2      Bachelor    Life_Sciences               Very_High
502                19      Bachelor        Marketing                     Low
505                 2      Bachelor    Life_Sciences                    High
507                10        Master        Marketing               Very_High
508                 2 Below_College Technical_Degree                    High
510                 3 Below_College Technical_Degree                    High
511                11      Bachelor          Medical                     Low
513                 2       College          Medical                  Medium
514                 4      Bachelor Technical_Degree                    High
515                14      Bachelor    Life_Sciences               Very_High
516                 2       College        Marketing               Very_High
517                 1        Master    Life_Sciences                  Medium
518                10        Master    Life_Sciences                    High
520                12      Bachelor    Life_Sciences                     Low
521                 2      Bachelor          Medical                  Medium
522                 5       College          Medical                     Low
523                 4        Master        Marketing                    High
524                 7       College          Medical                  Medium
525                21      Bachelor          Medical               Very_High
526                 8        Master            Other                    High
527                 4       College    Life_Sciences                  Medium
529                25        Doctor          Medical                  Medium
530                 1       College    Life_Sciences               Very_High
531                 1 Below_College    Life_Sciences                  Medium
532                 6      Bachelor    Life_Sciences                    High
533                12      Bachelor Technical_Degree                  Medium
534                 1      Bachelor        Marketing                  Medium
536                17       College          Medical                    High
538                 3      Bachelor          Medical                     Low
543                 3      Bachelor          Medical               Very_High
544                10       College    Life_Sciences                     Low
546                 4       College    Life_Sciences               Very_High
547                29       College    Life_Sciences                     Low
548                 2      Bachelor    Life_Sciences                    High
549                 7      Bachelor    Life_Sciences                     Low
550                18      Bachelor          Medical                    High
551                28        Master Technical_Degree               Very_High
554                 1 Below_College Technical_Degree                     Low
555                 6       College        Marketing               Very_High
556                 2       College    Life_Sciences               Very_High
558                 2        Master    Life_Sciences                    High
560                23      Bachelor    Life_Sciences                     Low
562                 3      Bachelor    Life_Sciences                    High
564                 3        Master          Medical                  Medium
565                25        Doctor Technical_Degree                    High
566                 2       College Technical_Degree                     Low
567                22        Master            Other                    High
568                29      Bachelor        Marketing                     Low
569                29        Master    Life_Sciences                  Medium
571                 2      Bachelor          Medical                    High
573                28      Bachelor        Marketing                    High
574                 2       College          Medical                     Low
575                 2      Bachelor    Life_Sciences                     Low
577                22      Bachelor    Life_Sciences               Very_High
578                 8        Master    Life_Sciences                    High
579                 2        Master    Life_Sciences               Very_High
580                10      Bachelor        Marketing                    High
581                 9 Below_College    Life_Sciences                    High
582                15 Below_College          Medical                  Medium
584                10 Below_College          Medical                     Low
585                 7 Below_College        Marketing               Very_High
586                16      Bachelor    Life_Sciences               Very_High
587                20      Bachelor    Life_Sciences                     Low
590                23      Bachelor  Human_Resources                  Medium
591                 5       College            Other                  Medium
592                10        Master          Medical                  Medium
593                 4 Below_College Technical_Degree                    High
595                 2        Doctor        Marketing                  Medium
597                18        Doctor    Life_Sciences                     Low
599                10       College    Life_Sciences               Very_High
600                 1      Bachelor        Marketing                  Medium
601                 6      Bachelor    Life_Sciences                  Medium
602                 8 Below_College    Life_Sciences                    High
604                 2 Below_College    Life_Sciences                  Medium
605                24      Bachelor          Medical               Very_High
606                 2      Bachelor            Other               Very_High
608                17        Master    Life_Sciences                  Medium
611                19      Bachelor Technical_Degree               Very_High
612                 1        Doctor          Medical                     Low
613                 7      Bachelor    Life_Sciences                    High
614                 5      Bachelor        Marketing                  Medium
615                28      Bachelor            Other                    High
616                 2        Master            Other                     Low
618                29       College          Medical                     Low
620                 1      Bachelor          Medical                     Low
621                21        Master    Life_Sciences               Very_High
622                24      Bachelor Technical_Degree                    High
623                 1      Bachelor Technical_Degree                  Medium
624                18 Below_College          Medical                     Low
625                 2        Doctor    Life_Sciences                  Medium
626                 9        Master          Medical                     Low
630                 6       College Technical_Degree               Very_High
631                11        Master            Other               Very_High
632                24      Bachelor          Medical               Very_High
634                10      Bachelor          Medical                    High
635                 1        Master    Life_Sciences                  Medium
638                18        Master    Life_Sciences               Very_High
639                23      Bachelor          Medical                  Medium
641                28       College        Marketing                     Low
643                17       College            Other               Very_High
644                 3      Bachelor          Medical                     Low
645                13 Below_College          Medical                  Medium
647                 7      Bachelor    Life_Sciences                     Low
648                12        Master    Life_Sciences                  Medium
649                 1       College    Life_Sciences                  Medium
650                13        Master          Medical                  Medium
652                25       College            Other                     Low
653                 6        Master          Medical                     Low
655                 6        Master          Medical                     Low
656                 2      Bachelor        Marketing               Very_High
657                 1      Bachelor    Life_Sciences               Very_High
659                 2        Master    Life_Sciences                    High
661                 6        Master            Other                  Medium
662                 1 Below_College    Life_Sciences                    High
663                 9        Doctor          Medical               Very_High
664                 1        Master    Life_Sciences               Very_High
665                 1        Master    Life_Sciences                     Low
666                14      Bachelor Technical_Degree                    High
667                 2 Below_College        Marketing                    High
669                22 Below_College Technical_Degree                    High
671                 3        Master            Other               Very_High
675                 6 Below_College          Medical                     Low
677                 8        Master        Marketing                    High
679                 9        Master    Life_Sciences                     Low
680                 3      Bachelor          Medical                    High
682                 1 Below_College          Medical               Very_High
683                 1        Doctor    Life_Sciences                  Medium
684                26        Master    Life_Sciences                     Low
686                 6      Bachelor    Life_Sciences                    High
689                 3      Bachelor            Other                    High
690                 3       College          Medical                  Medium
691                 6        Master    Life_Sciences                  Medium
692                 6      Bachelor    Life_Sciences                    High
698                19        Master          Medical                    High
699                 9       College          Medical                  Medium
700                 3        Master          Medical                     Low
701                10 Below_College          Medical               Very_High
702                 3      Bachelor    Life_Sciences                     Low
704                 3      Bachelor    Life_Sciences                    High
705                 4      Bachelor          Medical                     Low
707                 8      Bachelor    Life_Sciences               Very_High
709                 7        Master        Marketing               Very_High
710                 1        Master    Life_Sciences                  Medium
712                 2 Below_College        Marketing                  Medium
714                 3 Below_College          Medical               Very_High
715                10       College    Life_Sciences               Very_High
716                28 Below_College          Medical               Very_High
717                 9      Bachelor          Medical               Very_High
720                 3       College    Life_Sciences                     Low
721                 2        Master Technical_Degree               Very_High
722                10      Bachelor        Marketing               Very_High
723                 8       College Technical_Degree                  Medium
724                 1        Master    Life_Sciences                  Medium
725                 1       College    Life_Sciences                    High
727                 3       College    Life_Sciences                    High
728                14        Master        Marketing               Very_High
729                 5        Master    Life_Sciences               Very_High
730                 7      Bachelor    Life_Sciences                    High
731                10        Master  Human_Resources                  Medium
732                16        Master        Marketing                     Low
733                10       College    Life_Sciences               Very_High
734                 1      Bachelor  Human_Resources               Very_High
738                 8        Master        Marketing               Very_High
741                 1       College    Life_Sciences                     Low
742                 8      Bachelor    Life_Sciences                     Low
743                 1      Bachelor    Life_Sciences                    High
744                24      Bachelor          Medical                     Low
746                 3      Bachelor          Medical               Very_High
747                27        Doctor        Marketing                    High
749                10      Bachelor    Life_Sciences                    High
752                19      Bachelor          Medical                    High
754                15      Bachelor    Life_Sciences               Very_High
757                 8       College          Medical                  Medium
758                 9 Below_College          Medical                  Medium
760                 3      Bachelor  Human_Resources                    High
762                 9      Bachelor          Medical                    High
763                 2 Below_College          Medical               Very_High
764                 7      Bachelor          Medical               Very_High
766                10      Bachelor        Marketing               Very_High
769                 6      Bachelor    Life_Sciences               Very_High
771                 2        Master    Life_Sciences               Very_High
772                24        Master    Life_Sciences                     Low
773                 2        Doctor          Medical               Very_High
775                 8        Doctor    Life_Sciences                  Medium
776                 3        Master        Marketing                    High
780                 1        Master            Other               Very_High
781                26 Below_College          Medical                    High
783                 2       College Technical_Degree                  Medium
784                10 Below_College          Medical                     Low
785                27       College    Life_Sciences                  Medium
786                 2      Bachelor            Other               Very_High
787                 2      Bachelor          Medical               Very_High
789                 8        Master    Life_Sciences                     Low
791                19        Master          Medical               Very_High
792                 1       College    Life_Sciences                     Low
793                27      Bachelor          Medical                  Medium
796                 8      Bachelor Technical_Degree               Very_High
797                 1        Master    Life_Sciences                  Medium
799                19        Master          Medical               Very_High
800                 8 Below_College        Marketing                    High
802                10 Below_College    Life_Sciences               Very_High
803                 2        Master    Life_Sciences                     Low
804                 2        Master          Medical                    High
805                 8        Master    Life_Sciences                     Low
806                 1      Bachelor    Life_Sciences               Very_High
807                 2       College          Medical                    High
808                 8       College    Life_Sciences                    High
809                 8      Bachelor    Life_Sciences                  Medium
811                 6      Bachelor    Life_Sciences                    High
812                 9      Bachelor    Life_Sciences                    High
813                11        Master    Life_Sciences               Very_High
815                 2      Bachelor          Medical                    High
816                 1       College    Life_Sciences                  Medium
817                 7      Bachelor          Medical                    High
819                16      Bachelor        Marketing                     Low
820                 2       College            Other                    High
823                 1      Bachelor            Other                    High
824                23       College    Life_Sciences                    High
825                 2        Master    Life_Sciences               Very_High
826                 1        Master    Life_Sciences               Very_High
827                 1       College    Life_Sciences               Very_High
828                 2        Master          Medical                    High
829                13      Bachelor  Human_Resources                    High
830                 4      Bachelor    Life_Sciences                    High
832                16        Master          Medical                     Low
833                 2      Bachelor          Medical                    High
834                 2      Bachelor    Life_Sciences                  Medium
836                29      Bachelor    Life_Sciences                  Medium
837                12      Bachelor    Life_Sciences                     Low
838                16        Master    Life_Sciences                    High
840                11      Bachelor        Marketing                    High
842                 2 Below_College          Medical                    High
843                14       College    Life_Sciences                  Medium
844                 5 Below_College Technical_Degree                    High
845                 7      Bachelor            Other                    High
846                 2        Master        Marketing                  Medium
847                 3       College  Human_Resources                    High
848                 5       College          Medical                    High
850                 3      Bachelor          Medical               Very_High
851                26        Master        Marketing                     Low
852                 4      Bachelor          Medical               Very_High
854                 2 Below_College          Medical                     Low
855                 1      Bachelor          Medical                     Low
856                27 Below_College          Medical                    High
857                 1       College    Life_Sciences                  Medium
859                13        Master    Life_Sciences                  Medium
861                 5        Master    Life_Sciences                  Medium
862                 7       College        Marketing                     Low
864                 9      Bachelor        Marketing               Very_High
865                 8       College          Medical                    High
867                25        Master          Medical                    High
868                16        Master        Marketing               Very_High
869                 8       College          Medical                  Medium
872                 1       College    Life_Sciences               Very_High
874                 8        Master    Life_Sciences                     Low
875                 2 Below_College          Medical                  Medium
878                 8      Bachelor    Life_Sciences                     Low
879                 3 Below_College            Other                    High
880                 9      Bachelor    Life_Sciences               Very_High
881                25        Master    Life_Sciences               Very_High
882                 1      Bachelor    Life_Sciences               Very_High
885                 4 Below_College        Marketing                    High
887                 1      Bachelor Technical_Degree                    High
888                 4 Below_College    Life_Sciences                     Low
889                 5       College    Life_Sciences                  Medium
893                 9      Bachelor        Marketing                  Medium
894                 3      Bachelor    Life_Sciences                    High
895                11        Master    Life_Sciences               Very_High
896                 1      Bachelor          Medical                  Medium
897                 8      Bachelor        Marketing                     Low
899                25      Bachelor Technical_Degree               Very_High
900                21       College          Medical                    High
901                23        Master    Life_Sciences               Very_High
902                 1      Bachelor    Life_Sciences               Very_High
903                 2       College        Marketing                    High
904                19       College          Medical                     Low
905                 2        Master    Life_Sciences                     Low
909                 2      Bachelor    Life_Sciences               Very_High
910                 3       College  Human_Resources               Very_High
911                25        Master    Life_Sciences                     Low
912                 7 Below_College          Medical                     Low
913                 9       College    Life_Sciences                  Medium
916                 5        Master          Medical                     Low
918                 2 Below_College    Life_Sciences               Very_High
920                 8      Bachelor    Life_Sciences                     Low
922                 2      Bachelor          Medical                    High
923                18 Below_College            Other               Very_High
924                14 Below_College    Life_Sciences                    High
925                 2        Master    Life_Sciences               Very_High
926                 3 Below_College    Life_Sciences                  Medium
927                 2        Master    Life_Sciences                  Medium
930                 9      Bachelor          Medical                    High
932                 6      Bachelor          Medical               Very_High
933                 4      Bachelor    Life_Sciences                  Medium
934                10      Bachelor    Life_Sciences                  Medium
936                14       College          Medical                    High
939                 1        Master            Other                    High
940                 5      Bachelor Technical_Degree                    High
941                 7        Master    Life_Sciences                  Medium
942                21 Below_College    Life_Sciences               Very_High
944                 8       College            Other                     Low
945                20        Master          Medical               Very_High
947                20       College        Marketing               Very_High
949                 7        Master            Other                  Medium
950                 1      Bachelor Technical_Degree               Very_High
951                 1      Bachelor    Life_Sciences                    High
952                19       College        Marketing                    High
954                10        Master        Marketing                     Low
956                 1      Bachelor          Medical                    High
957                 6      Bachelor          Medical               Very_High
958                 2        Master          Medical                    High
959                21      Bachelor            Other               Very_High
960                 4      Bachelor Technical_Degree                     Low
961                12      Bachelor          Medical               Very_High
964                 9        Master          Medical               Very_High
966                 3        Master          Medical                    High
967                 3 Below_College    Life_Sciences                    High
969                 1      Bachelor    Life_Sciences                  Medium
970                 1        Master    Life_Sciences                     Low
972                 4       College    Life_Sciences                    High
974                20      Bachelor Technical_Degree                    High
975                18      Bachelor          Medical                    High
976                 1       College    Life_Sciences               Very_High
977                 2      Bachelor Technical_Degree               Very_High
981                 2       College          Medical                    High
982                 8       College            Other                    High
983                10      Bachelor Technical_Degree                    High
984                 3        Master    Life_Sciences               Very_High
985                 2        Doctor    Life_Sciences                     Low
986                24      Bachelor    Life_Sciences                  Medium
987                16        Master          Medical                    High
990                 8        Master Technical_Degree                     Low
991                 9       College          Medical                    High
992                17      Bachelor    Life_Sciences               Very_High
994                10      Bachelor    Life_Sciences               Very_High
995                13 Below_College    Life_Sciences                  Medium
996                 1        Master          Medical               Very_High
997                 1       College          Medical               Very_High
998                 1        Master            Other                    High
999                 9      Bachelor          Medical                     Low
1001               16        Master Technical_Degree                    High
1002               23       College    Life_Sciences               Very_High
1003                4       College    Life_Sciences               Very_High
1004               22      Bachelor    Life_Sciences                     Low
1005               24      Bachelor    Life_Sciences               Very_High
1006               10 Below_College          Medical                    High
1007                7       College          Medical               Very_High
1009               17 Below_College          Medical               Very_High
1010               14        Master            Other                    High
1011                1 Below_College    Life_Sciences                    High
1012                5       College    Life_Sciences                  Medium
1013               17      Bachelor Technical_Degree                    High
1014               25        Master          Medical                    High
1015                8       College    Life_Sciences                  Medium
1016               11      Bachelor          Medical               Very_High
1017                5      Bachelor          Medical                  Medium
1018                2       College          Medical               Very_High
1019                8 Below_College    Life_Sciences                  Medium
1022                6      Bachelor    Life_Sciences                     Low
1024                4        Master    Life_Sciences                    High
1025                7       College          Medical               Very_High
1026                1 Below_College    Life_Sciences               Very_High
1027                2        Master    Life_Sciences                     Low
1028               10      Bachelor            Other                  Medium
1029                5       College        Marketing               Very_High
1030                9      Bachelor    Life_Sciences                     Low
1032                2      Bachelor    Life_Sciences                    High
1033               11       College          Medical                     Low
1034               18        Master          Medical                    High
1035                7 Below_College    Life_Sciences                  Medium
1036                3        Master    Life_Sciences                  Medium
1037               29       College          Medical                  Medium
1038                2 Below_College        Marketing                     Low
1039               28      Bachelor          Medical               Very_High
1040                1      Bachelor    Life_Sciences               Very_High
1042               16        Master    Life_Sciences                    High
1043               22      Bachelor          Medical               Very_High
1044                8 Below_College    Life_Sciences                  Medium
1045               11       College    Life_Sciences               Very_High
1046               29        Master          Medical               Very_High
1047                1        Master        Marketing                  Medium
1048                1       College Technical_Degree                  Medium
1049               24        Master          Medical                  Medium
1050                2      Bachelor        Marketing                    High
1052               15      Bachelor            Other                     Low
1053                2      Bachelor    Life_Sciences                     Low
1055               10        Master    Life_Sciences                    High
1056               10 Below_College          Medical               Very_High
1060                3        Master            Other                    High
1061                2        Master          Medical                  Medium
1062                3      Bachelor            Other               Very_High
1066               26      Bachelor        Marketing                    High
1068                1 Below_College          Medical                     Low
1069                1        Master          Medical               Very_High
1070                2        Master    Life_Sciences                    High
1071                9      Bachelor          Medical                     Low
1073               12        Doctor          Medical               Very_High
1074                2 Below_College          Medical                    High
1076               25      Bachelor          Medical                    High
1077                9      Bachelor        Marketing               Very_High
1079               10      Bachelor    Life_Sciences                    High
1080                8        Master    Life_Sciences               Very_High
1081                4        Master    Life_Sciences                     Low
1082               24       College Technical_Degree                  Medium
1083                1       College          Medical                     Low
1084               20      Bachelor            Other                    High
1085                7       College Technical_Degree                  Medium
1088               17 Below_College    Life_Sciences                    High
1092               20        Master Technical_Degree                     Low
1094                8        Doctor    Life_Sciences                     Low
1096                2 Below_College    Life_Sciences               Very_High
1097               10      Bachelor            Other                    High
1098                1       College          Medical                  Medium
1099                5      Bachelor    Life_Sciences               Very_High
1100                4      Bachelor Technical_Degree               Very_High
1101               29        Master          Medical                     Low
1102               15       College    Life_Sciences                     Low
1103                3 Below_College    Life_Sciences                     Low
1105               10        Master    Life_Sciences               Very_High
1106                4 Below_College Technical_Degree               Very_High
1107               21      Bachelor          Medical                     Low
1108               25      Bachelor          Medical                     Low
1109                2       College          Medical               Very_High
1111                1      Bachelor          Medical                     Low
1113                1        Master            Other               Very_High
1114                7      Bachelor    Life_Sciences               Very_High
1115                3        Master    Life_Sciences                    High
1116                1        Master          Medical                     Low
1117                9        Master    Life_Sciences                  Medium
1118                7        Master    Life_Sciences                  Medium
1119               10        Master        Marketing                    High
1120               28        Master    Life_Sciences                    High
1121                3      Bachelor          Medical               Very_High
1124                3 Below_College        Marketing                     Low
1125                2       College        Marketing               Very_High
1126               27      Bachelor    Life_Sciences                    High
1127                2      Bachelor    Life_Sciences                     Low
1128               14      Bachelor          Medical                    High
1131                1 Below_College Technical_Degree               Very_High
1132                9      Bachelor    Life_Sciences                    High
1133               18        Master    Life_Sciences                     Low
1135               20      Bachelor    Life_Sciences                    High
1136                2 Below_College    Life_Sciences                     Low
1137               11       College        Marketing               Very_High
1138                8        Master Technical_Degree               Very_High
1140                2       College    Life_Sciences               Very_High
1143               10      Bachelor    Life_Sciences               Very_High
1148               29      Bachelor          Medical                  Medium
1150                8 Below_College          Medical                  Medium
1152                1      Bachelor  Human_Resources                    High
1154                6      Bachelor    Life_Sciences                    High
1156                8 Below_College          Medical                    High
1157                9        Master        Marketing                     Low
1158               12        Master    Life_Sciences                  Medium
1160               15      Bachelor          Medical                    High
1161               25       College          Medical                    High
1162                6      Bachelor    Life_Sciences               Very_High
1163                9 Below_College    Life_Sciences                  Medium
1164                8        Master Technical_Degree                    High
1165               23 Below_College    Life_Sciences               Very_High
1166                9        Master          Medical                  Medium
1167               12      Bachelor    Life_Sciences                    High
1171                4        Master        Marketing                  Medium
1172                1        Master          Medical               Very_High
1173               24      Bachelor          Medical               Very_High
1175               12 Below_College    Life_Sciences                    High
1177                3        Master          Medical                     Low
1179               10      Bachelor        Marketing                    High
1180               26       College          Medical                    High
1182                2      Bachelor    Life_Sciences                    High
1184                1      Bachelor          Medical               Very_High
1185                4        Master            Other               Very_High
1188                9      Bachelor        Marketing                     Low
1190                2 Below_College    Life_Sciences                    High
1191                4        Master Technical_Degree               Very_High
1192                6 Below_College          Medical                  Medium
1193                9       College    Life_Sciences                    High
1195                7      Bachelor          Medical                     Low
1196                1      Bachelor    Life_Sciences               Very_High
1198                3      Bachelor    Life_Sciences                     Low
1200               10        Master    Life_Sciences                    High
1201                7       College          Medical               Very_High
1202               15 Below_College    Life_Sciences                  Medium
1203                3        Master    Life_Sciences                    High
1204                2      Bachelor        Marketing                    High
1206               17      Bachelor    Life_Sciences               Very_High
1207                2      Bachelor  Human_Resources                  Medium
1210                5       College    Life_Sciences                     Low
1211               29        Master    Life_Sciences                    High
1212                2        Master          Medical                  Medium
1215                2      Bachelor          Medical               Very_High
1216               19        Master          Medical               Very_High
1217               15       College    Life_Sciences               Very_High
1218               17        Master    Life_Sciences                    High
1219               17       College    Life_Sciences               Very_High
1220               25      Bachelor          Medical                  Medium
1221                6        Master    Life_Sciences                    High
1224                7        Master    Life_Sciences                    High
1225               29        Master            Other               Very_High
1226               21      Bachelor        Marketing                    High
1228                2        Master Technical_Degree               Very_High
1231                2        Doctor          Medical               Very_High
1233                7        Master        Marketing                  Medium
1234               13      Bachelor            Other                    High
1235                2       College    Life_Sciences               Very_High
1237                1      Bachelor Technical_Degree                    High
1238                9      Bachelor          Medical                     Low
1239               10      Bachelor Technical_Degree                  Medium
1240               10        Master    Life_Sciences                    High
1241                1      Bachelor          Medical               Very_High
1242               26        Doctor          Medical                     Low
1243                8       College        Marketing                    High
1244               14      Bachelor    Life_Sciences                     Low
1245                1        Master    Life_Sciences               Very_High
1246                2 Below_College    Life_Sciences                     Low
1248               10      Bachelor          Medical                     Low
1249                1      Bachelor    Life_Sciences                     Low
1250                3      Bachelor    Life_Sciences               Very_High
1251               11       College          Medical                    High
1252               24      Bachelor          Medical                    High
1254                3      Bachelor    Life_Sciences                    High
1255                3      Bachelor    Life_Sciences                    High
1256                4       College          Medical                     Low
1257                3      Bachelor Technical_Degree                    High
1258                2       College Technical_Degree               Very_High
1259                4       College    Life_Sciences                     Low
1260                7      Bachelor    Life_Sciences                    High
1263                1      Bachelor    Life_Sciences               Very_High
1264                1      Bachelor    Life_Sciences               Very_High
1265               20      Bachelor Technical_Degree                    High
1267                5      Bachelor        Marketing                  Medium
1268               10        Doctor        Marketing               Very_High
1269               25      Bachelor    Life_Sciences                  Medium
1270                1       College    Life_Sciences               Very_High
1273               24 Below_College    Life_Sciences                    High
1275                4       College    Life_Sciences                    High
1277                2      Bachelor        Marketing                     Low
1278                8 Below_College          Medical               Very_High
1279               10       College    Life_Sciences                     Low
1280                4       College        Marketing               Very_High
1281                2      Bachelor        Marketing                    High
1282                9      Bachelor    Life_Sciences               Very_High
1283               18        Master          Medical               Very_High
1285               19      Bachelor          Medical                    High
1286                1        Master          Medical               Very_High
1288                4       College    Life_Sciences                    High
1289               11      Bachelor    Life_Sciences                    High
1291                6 Below_College    Life_Sciences                    High
1292                7        Master          Medical                  Medium
1293                4        Master        Marketing               Very_High
1294                2        Master    Life_Sciences                    High
1295               15      Bachelor          Medical                     Low
1296                2      Bachelor    Life_Sciences               Very_High
1297                6       College          Medical                  Medium
1298                9       College          Medical                    High
1299                7      Bachelor Technical_Degree                  Medium
1301                1      Bachelor Technical_Degree               Very_High
1303                1      Bachelor          Medical               Very_High
1304                8      Bachelor          Medical                    High
1306               25      Bachelor          Medical                  Medium
1307               13        Master          Medical                    High
1308               23        Master    Life_Sciences                     Low
1309                7       College    Life_Sciences               Very_High
1310               23      Bachelor          Medical                    High
1311                6      Bachelor Technical_Degree                     Low
1312               10        Master Technical_Degree               Very_High
1314                1       College    Life_Sciences               Very_High
1315                1      Bachelor    Life_Sciences                    High
1317               28      Bachelor    Life_Sciences               Very_High
1318               25        Master        Marketing               Very_High
1319                5      Bachelor    Life_Sciences                  Medium
1321               17        Master          Medical                  Medium
1322               18       College    Life_Sciences                     Low
1324                2        Master    Life_Sciences               Very_High
1329               10       College          Medical                    High
1331                1      Bachelor    Life_Sciences               Very_High
1333                3      Bachelor    Life_Sciences                     Low
1334                2 Below_College    Life_Sciences                    High
1336                2       College          Medical               Very_High
1338                8        Master    Life_Sciences               Very_High
1340               16       College    Life_Sciences                    High
1344                9      Bachelor    Life_Sciences               Very_High
1346                2      Bachelor    Life_Sciences                    High
1349                1      Bachelor        Marketing                    High
1350                4        Master    Life_Sciences                    High
1352                5      Bachelor    Life_Sciences                    High
1355                2       College    Life_Sciences                  Medium
1356               15       College          Medical                    High
1358               19 Below_College          Medical               Very_High
1360                7        Master          Medical                    High
1361                1        Master    Life_Sciences                  Medium
1362                7      Bachelor        Marketing                     Low
1363                4      Bachelor    Life_Sciences               Very_High
1364               11      Bachelor          Medical                    High
1367               11       College Technical_Degree               Very_High
1368                1      Bachelor    Life_Sciences               Very_High
1369                1      Bachelor          Medical               Very_High
1371                2 Below_College    Life_Sciences               Very_High
1372               13        Master        Marketing                     Low
1373               23      Bachelor    Life_Sciences               Very_High
1374               26 Below_College Technical_Degree                     Low
1375                2 Below_College          Medical                  Medium
1377               29      Bachelor          Medical                  Medium
1379                2      Bachelor    Life_Sciences                    High
1380               18        Master        Marketing               Very_High
1382                7      Bachelor    Life_Sciences               Very_High
1383                2        Master Technical_Degree                    High
1387               26      Bachelor    Life_Sciences                    High
1389               22        Master          Medical               Very_High
1390               21        Master    Life_Sciences                     Low
1391                2      Bachelor        Marketing                  Medium
1392               22      Bachelor    Life_Sciences               Very_High
1394                4 Below_College    Life_Sciences                    High
1395                5 Below_College    Life_Sciences                  Medium
1396                2 Below_College        Marketing                    High
1397               25       College    Life_Sciences                    High
1399               18 Below_College    Life_Sciences                     Low
1401               28       College          Medical               Very_High
1402                6      Bachelor          Medical                     Low
1403               10      Bachelor        Marketing               Very_High
1405               17        Master    Life_Sciences               Very_High
1407                2 Below_College          Medical                     Low
1408               10      Bachelor  Human_Resources                    High
1409                8        Master            Other                    High
1411               11      Bachelor          Medical                     Low
1412               18       College    Life_Sciences                    High
1415                1      Bachelor Technical_Degree                     Low
1417                7      Bachelor            Other                    High
1419               17      Bachelor            Other                  Medium
1420               28       College    Life_Sciences                     Low
1421               14 Below_College            Other                    High
1422                1      Bachelor          Medical               Very_High
1423                1      Bachelor          Medical               Very_High
1424                1        Master          Medical                  Medium
1425                3        Master        Marketing                     Low
1427                1        Master    Life_Sciences                  Medium
1428                7        Master        Marketing               Very_High
1430                8        Doctor    Life_Sciences                     Low
1431                1        Master            Other               Very_High
1433                8      Bachelor    Life_Sciences                     Low
1434               11 Below_College    Life_Sciences                  Medium
1435                4        Master    Life_Sciences                     Low
1436               16        Master        Marketing                    High
1438                1      Bachelor Technical_Degree                     Low
1439                9       College    Life_Sciences                     Low
1440                5       College Technical_Degree                    High
1441                1       College    Life_Sciences                     Low
1443                2        Master          Medical                     Low
1445                4 Below_College          Medical               Very_High
1446                7        Doctor        Marketing               Very_High
1447                1      Bachelor    Life_Sciences               Very_High
1448                5        Doctor          Medical                  Medium
1449                9        Master            Other                    High
1453                8       College    Life_Sciences                     Low
1457                9      Bachelor        Marketing                     Low
1458                2      Bachelor    Life_Sciences                     Low
1459                1        Doctor    Life_Sciences                    High
1460               20      Bachelor          Medical                  Medium
1461                8       College          Medical               Very_High
1464                2      Bachelor    Life_Sciences                  Medium
1465               29      Bachelor Technical_Degree                  Medium
1466                7      Bachelor        Marketing                    High
1467                9        Master Technical_Degree                     Low
1468                8 Below_College          Medical               Very_High
1469                5      Bachelor          Medical               Very_High
1471                5      Bachelor    Life_Sciences                    High
1472                2      Bachelor          Medical               Very_High
1473                5        Master Technical_Degree                     Low
1474                2      Bachelor          Medical                    High
1475               20      Bachelor    Life_Sciences               Very_High
1477                7      Bachelor          Medical               Very_High
1478                3      Bachelor            Other               Very_High
1479               16 Below_College    Life_Sciences               Very_High
1480                9       College          Medical                     Low
1481                1        Doctor        Marketing                     Low
1482                7      Bachelor Technical_Degree                    High
1483                1       College    Life_Sciences                  Medium
1484                7        Master    Life_Sciences                    High
1485               15      Bachelor          Medical                  Medium
1486                1      Bachelor Technical_Degree                     Low
1487               13      Bachelor Technical_Degree                     Low
1489               24        Master          Medical                     Low
1492                7 Below_College    Life_Sciences               Very_High
1494                9      Bachelor          Medical                  Medium
1495               13       College    Life_Sciences               Very_High
1496                2 Below_College          Medical                  Medium
1497               19      Bachelor    Life_Sciences                    High
1499                1      Bachelor    Life_Sciences                    High
1501                4        Master    Life_Sciences               Very_High
1502                4        Master          Medical                     Low
1503               14      Bachelor          Medical                    High
1504                2       College          Medical                    High
1506                1      Bachelor    Life_Sciences                     Low
1507                7      Bachelor    Life_Sciences                    High
1509                3       College          Medical                    High
1513                2 Below_College    Life_Sciences               Very_High
1514               29 Below_College    Life_Sciences                    High
1515                8        Doctor    Life_Sciences               Very_High
1516               10      Bachelor          Medical                    High
1520               11        Master          Medical                  Medium
1522                1        Master Technical_Degree                     Low
1523               28      Bachelor    Life_Sciences               Very_High
1525                6      Bachelor    Life_Sciences                  Medium
1527                3      Bachelor    Life_Sciences                    High
1529               16      Bachelor    Life_Sciences               Very_High
1533               20 Below_College    Life_Sciences                     Low
1534                9        Master    Life_Sciences               Very_High
1535                1      Bachelor Technical_Degree               Very_High
1537                3      Bachelor    Life_Sciences               Very_High
1539               22        Doctor          Medical                    High
1541                7       College Technical_Degree                  Medium
1542                2      Bachelor          Medical                    High
1543               13      Bachelor          Medical                     Low
1544                8 Below_College            Other                    High
1545               25      Bachelor    Life_Sciences               Very_High
1546               28      Bachelor Technical_Degree               Very_High
1547                2      Bachelor    Life_Sciences               Very_High
1548                9       College          Medical                     Low
1549               28        Master    Life_Sciences                  Medium
1550                6       College          Medical                    High
1551               21       College Technical_Degree                    High
1552                8       College    Life_Sciences               Very_High
1553                1        Master Technical_Degree                     Low
1554               28        Master    Life_Sciences                  Medium
1555                5       College    Life_Sciences               Very_High
1556                2        Master    Life_Sciences                    High
1557               16        Master    Life_Sciences                    High
1558                9      Bachelor    Life_Sciences                    High
1560                8        Master    Life_Sciences                     Low
1562                1      Bachelor    Life_Sciences                  Medium
1563               10        Master  Human_Resources                    High
1564                1      Bachelor          Medical               Very_High
1568               29        Master Technical_Degree                    High
1569                2      Bachelor    Life_Sciences                     Low
1572                2        Doctor Technical_Degree                    High
1573                2      Bachelor          Medical                    High
1574                1        Master Technical_Degree               Very_High
1576               15        Master            Other                    High
1577                7        Master          Medical                     Low
1578               26        Doctor        Marketing                    High
1580                1        Master    Life_Sciences                  Medium
1581                3      Bachelor    Life_Sciences                     Low
1582               14      Bachelor    Life_Sciences                    High
1583               16      Bachelor    Life_Sciences                  Medium
1585                1        Master    Life_Sciences                  Medium
1586                3 Below_College          Medical                  Medium
1587               10        Master          Medical                     Low
1588                6      Bachelor          Medical               Very_High
1590                2 Below_College    Life_Sciences                     Low
1591                9      Bachelor        Marketing                    High
1592               10      Bachelor Technical_Degree               Very_High
1594                6        Master    Life_Sciences                     Low
1595                9       College            Other               Very_High
1596               28      Bachelor    Life_Sciences                  Medium
1597               10        Master Technical_Degree               Very_High
1598               14       College    Life_Sciences               Very_High
1599               27      Bachelor Technical_Degree               Very_High
1601                7       College    Life_Sciences                    High
1602                1        Master    Life_Sciences               Very_High
1604               24      Bachelor          Medical                    High
1605               26       College            Other                  Medium
1606               20        Doctor          Medical                  Medium
1607                5        Master            Other                  Medium
1608                7      Bachelor          Medical                  Medium
1609                7      Bachelor          Medical                  Medium
1611                5        Doctor          Medical                    High
1612               26      Bachelor        Marketing                     Low
1613                2        Master            Other               Very_High
1614               12        Master    Life_Sciences                    High
1615               10        Master    Life_Sciences                    High
1617               25        Master    Life_Sciences                    High
1618               10        Doctor          Medical                  Medium
1619               19      Bachelor            Other               Very_High
1621               18        Doctor    Life_Sciences                  Medium
1622               27      Bachelor          Medical                  Medium
1623                5 Below_College          Medical                    High
1624                3       College          Medical                  Medium
1625               26        Master    Life_Sciences               Very_High
1627                3       College          Medical                    High
1628               15      Bachelor    Life_Sciences                     Low
1630                8        Master    Life_Sciences                    High
1631               19      Bachelor    Life_Sciences                    High
1633                4      Bachelor          Medical                     Low
1635                2       College            Other               Very_High
1638                2       College          Medical               Very_High
1639               10      Bachelor          Medical               Very_High
1640               10      Bachelor          Medical                  Medium
1641               16      Bachelor    Life_Sciences                    High
1642                1        Doctor  Human_Resources                     Low
1644                4        Doctor          Medical                    High
1645               15       College          Medical                     Low
1646                2 Below_College Technical_Degree                     Low
1647                8      Bachelor          Medical                  Medium
1648                2      Bachelor          Medical               Very_High
1649                7      Bachelor    Life_Sciences                     Low
1650               10      Bachelor          Medical                    High
1651                5        Master    Life_Sciences                  Medium
1653                2 Below_College    Life_Sciences               Very_High
1654               12      Bachelor          Medical               Very_High
1655               22        Master            Other                     Low
1656               17        Doctor    Life_Sciences               Very_High
1657                2      Bachelor          Medical                    High
1658                3      Bachelor    Life_Sciences               Very_High
1659                7      Bachelor    Life_Sciences                     Low
1661                6 Below_College    Life_Sciences                    High
1662                1        Master          Medical               Very_High
1664                3       College    Life_Sciences               Very_High
1665               22        Doctor          Medical                  Medium
1666               15       College    Life_Sciences                    High
1667               12        Master            Other               Very_High
1668                1      Bachelor    Life_Sciences               Very_High
1669                5      Bachelor          Medical                     Low
1670                2        Master          Medical               Very_High
1671                2      Bachelor          Medical               Very_High
1673                5        Master    Life_Sciences                     Low
1674               16      Bachelor          Medical               Very_High
1675                2      Bachelor          Medical               Very_High
1676                2        Master    Life_Sciences                  Medium
1677                1      Bachelor    Life_Sciences                    High
1678               23       College    Life_Sciences               Very_High
1680                9 Below_College    Life_Sciences               Very_High
1681               16      Bachelor    Life_Sciences                    High
1682               26        Master    Life_Sciences                     Low
1683                1      Bachelor    Life_Sciences                    High
1684                8 Below_College          Medical               Very_High
1687                4       College          Medical               Very_High
1689               24        Master          Medical                  Medium
1691                7       College          Medical               Very_High
1692                2        Master    Life_Sciences               Very_High
1693                7      Bachelor          Medical               Very_High
1694               22      Bachelor Technical_Degree                     Low
1696                5       College          Medical                  Medium
1697                1        Master          Medical                    High
1698               21      Bachelor          Medical                  Medium
1700                1        Master          Medical                    High
1701               19      Bachelor    Life_Sciences                  Medium
1702                7      Bachelor    Life_Sciences                    High
1703                2      Bachelor    Life_Sciences                    High
1704                2        Master          Medical                     Low
1706                2      Bachelor          Medical               Very_High
1707                9      Bachelor          Medical                    High
1708                6      Bachelor        Marketing               Very_High
1709                9        Master          Medical               Very_High
1710                2        Master    Life_Sciences                    High
1712                1 Below_College    Life_Sciences                    High
1714               22 Below_College  Human_Resources               Very_High
1716                9      Bachelor    Life_Sciences                    High
1718               17        Master          Medical               Very_High
1719               28       College Technical_Degree               Very_High
1720               10      Bachelor    Life_Sciences                     Low
1721                2        Master    Life_Sciences                  Medium
1722                4      Bachelor  Human_Resources                    High
1724                8       College    Life_Sciences                  Medium
1725               29 Below_College          Medical                  Medium
1727               13        Master    Life_Sciences                    High
1728               27        Master    Life_Sciences               Very_High
1729               16 Below_College    Life_Sciences                  Medium
1731                2        Master        Marketing                    High
1732                2      Bachelor    Life_Sciences                    High
1733               13        Doctor        Marketing                  Medium
1734                1       College    Life_Sciences                     Low
1735                4 Below_College          Medical                    High
1736               24 Below_College Technical_Degree               Very_High
1737                1      Bachelor    Life_Sciences               Very_High
1739               19      Bachelor    Life_Sciences               Very_High
1740                7        Master          Medical                  Medium
1744                4      Bachelor    Life_Sciences                    High
1745                2        Master Technical_Degree               Very_High
1746               10      Bachelor          Medical                     Low
1747                8      Bachelor  Human_Resources                    High
1749                5      Bachelor Technical_Degree                     Low
1751                8      Bachelor          Medical                    High
1752                9      Bachelor        Marketing                  Medium
1753                1      Bachelor    Life_Sciences               Very_High
1754               15       College        Marketing                    High
1755                2        Master          Medical               Very_High
1756                2      Bachelor        Marketing               Very_High
1757               11        Master        Marketing               Very_High
1758               16      Bachelor    Life_Sciences                     Low
1760                2       College          Medical                    High
1761               16        Master        Marketing                     Low
1762                4      Bachelor Technical_Degree               Very_High
1763               16      Bachelor    Life_Sciences                    High
1764                5        Master Technical_Degree                  Medium
1766               18      Bachelor          Medical                  Medium
1767               17      Bachelor Technical_Degree                    High
1768               12      Bachelor          Medical                  Medium
1770                2      Bachelor          Medical                    High
1771                4      Bachelor Technical_Degree               Very_High
1772                9        Master    Life_Sciences                    High
1774               10      Bachelor    Life_Sciences               Very_High
1775                1        Master          Medical                     Low
1778                2      Bachelor    Life_Sciences                  Medium
1779                3       College    Life_Sciences               Very_High
1780                7 Below_College        Marketing                  Medium
1782                6       College            Other               Very_High
1783                8 Below_College          Medical                    High
1784               29        Master        Marketing                     Low
1786                3      Bachelor Technical_Degree                     Low
1787                9       College        Marketing                  Medium
1789                2        Master          Medical                    High
1790               10      Bachelor    Life_Sciences               Very_High
1792                1       College          Medical                    High
1794                8       College            Other                    High
1797               27      Bachelor    Life_Sciences                    High
1798                8        Master    Life_Sciences               Very_High
1799                1      Bachelor    Life_Sciences                    High
1800               10 Below_College          Medical                    High
1801               26       College    Life_Sciences                  Medium
1802                2       College    Life_Sciences                    High
1803               13      Bachelor          Medical                  Medium
1804                2       College          Medical                  Medium
1805                2      Bachelor  Human_Resources                     Low
1807                9        Master    Life_Sciences               Very_High
1809               10        Master          Medical               Very_High
1812               20      Bachelor    Life_Sciences                    High
1813                9      Bachelor    Life_Sciences                     Low
1814                5      Bachelor    Life_Sciences                  Medium
1815                4 Below_College        Marketing                    High
1816               10      Bachelor          Medical                     Low
1818               20       College          Medical               Very_High
1821               21       College          Medical               Very_High
1822                1      Bachelor    Life_Sciences                    High
1823                8       College Technical_Degree                  Medium
1824                2      Bachelor          Medical                  Medium
1826               23        Master          Medical                  Medium
1827                4      Bachelor    Life_Sciences                    High
1829               12      Bachelor    Life_Sciences                  Medium
1830                7        Master          Medical               Very_High
1833                7        Master        Marketing                     Low
1834                1      Bachelor          Medical                    High
1835                2        Master        Marketing                  Medium
1836               10      Bachelor          Medical                    High
1837               15        Master    Life_Sciences                     Low
1839               14      Bachelor          Medical                  Medium
1842               18        Doctor  Human_Resources               Very_High
1844               13      Bachelor  Human_Resources                     Low
1845                2        Master    Life_Sciences                    High
1847                2        Master            Other               Very_High
1849                2        Master    Life_Sciences                     Low
1850                5       College    Life_Sciences               Very_High
1852               20 Below_College          Medical               Very_High
1853               10        Master        Marketing               Very_High
1854               10        Master Technical_Degree                    High
1856                9        Master    Life_Sciences                  Medium
1857                2       College    Life_Sciences               Very_High
1858                1       College    Life_Sciences                    High
1859               29 Below_College    Life_Sciences               Very_High
1860                8      Bachelor    Life_Sciences               Very_High
1862                2        Master        Marketing                    High
1863                3      Bachelor Technical_Degree                     Low
1864               23 Below_College          Medical                  Medium
1865                6 Below_College          Medical               Very_High
1866                6      Bachelor          Medical                     Low
1867               10      Bachelor    Life_Sciences               Very_High
1868               24       College    Life_Sciences               Very_High
1869               10      Bachelor    Life_Sciences                    High
1870               15      Bachelor    Life_Sciences               Very_High
1871               19        Master            Other               Very_High
1873                2        Master Technical_Degree                  Medium
1875                3      Bachelor          Medical                  Medium
1876                9      Bachelor          Medical                  Medium
1878                7 Below_College    Life_Sciences               Very_High
1880               10        Master Technical_Degree                  Medium
1881               20      Bachelor    Life_Sciences                  Medium
1882                4      Bachelor    Life_Sciences                    High
1883                7      Bachelor    Life_Sciences               Very_High
1885                7        Master          Medical               Very_High
1886               16       College            Other               Very_High
1888               25       College    Life_Sciences                  Medium
1890                2 Below_College  Human_Resources                  Medium
1892                1        Master    Life_Sciences                     Low
1893                1       College    Life_Sciences                  Medium
1898                2       College          Medical                     Low
1900               22      Bachelor          Medical               Very_High
1903                1        Master    Life_Sciences                  Medium
1905               16        Master Technical_Degree               Very_High
1907               24       College    Life_Sciences                     Low
1908               17       College        Marketing                    High
1909                8      Bachelor        Marketing                    High
1911                6      Bachelor          Medical                    High
1912               10       College          Medical                    High
1915                3 Below_College          Medical               Very_High
1916                4      Bachelor          Medical                     Low
1918                6      Bachelor            Other                    High
1922                1        Master          Medical                  Medium
1924               10        Master        Marketing                  Medium
1927                1       College    Life_Sciences                    High
1928               24      Bachelor Technical_Degree                    High
1929               21        Master    Life_Sciences                     Low
1931                2        Master Technical_Degree                  Medium
1932               22        Master            Other                    High
1933               13       College        Marketing               Very_High
1934               14        Master Technical_Degree                    High
1935               11        Doctor        Marketing               Very_High
1936                9       College          Medical                     Low
1937                8      Bachelor          Medical               Very_High
1938               21      Bachelor    Life_Sciences               Very_High
1939                5       College    Life_Sciences                     Low
1940                9       College    Life_Sciences                  Medium
1941                2 Below_College    Life_Sciences                  Medium
1943               12        Master        Marketing                  Medium
1944               22      Bachelor  Human_Resources                     Low
1945               18        Master          Medical                  Medium
1947               16      Bachelor          Medical                    High
1948                3       College          Medical                    High
1949                9        Master    Life_Sciences                     Low
1950                1      Bachelor        Marketing                     Low
1951               13        Master          Medical               Very_High
1952                1      Bachelor          Medical                    High
1954                1      Bachelor    Life_Sciences                     Low
1955               15        Master          Medical                    High
1956                1      Bachelor    Life_Sciences               Very_High
1960               17      Bachelor Technical_Degree                    High
1961                1      Bachelor    Life_Sciences                     Low
1962                7        Master    Life_Sciences                    High
1965                9      Bachelor        Marketing               Very_High
1966                5        Master    Life_Sciences               Very_High
1967               26        Master        Marketing                     Low
1968               24        Master    Life_Sciences                     Low
1969                9       College    Life_Sciences                     Low
1970                7       College    Life_Sciences               Very_High
1971               11      Bachelor    Life_Sciences                     Low
1972                1        Master            Other               Very_High
1973               26        Master  Human_Resources                    High
1974                2 Below_College          Medical               Very_High
1975               15        Master        Marketing                  Medium
1976               23       College    Life_Sciences               Very_High
1979               10      Bachelor          Medical                    High
1980               10      Bachelor          Medical                    High
1981                1       College    Life_Sciences                  Medium
1982               12       College            Other               Very_High
1985               11      Bachelor Technical_Degree               Very_High
1986                2       College        Marketing                  Medium
1987                2      Bachelor  Human_Resources                    High
1989                1       College          Medical               Very_High
1992                2 Below_College            Other               Very_High
1993               25      Bachelor          Medical                     Low
1994                1       College          Medical                  Medium
1995                1        Master    Life_Sciences               Very_High
1996                2       College    Life_Sciences                     Low
1997                6        Master    Life_Sciences                     Low
1998               18        Master    Life_Sciences               Very_High
1999                1      Bachelor    Life_Sciences               Very_High
2000                1 Below_College          Medical                    High
2003               11        Master          Medical               Very_High
2007                1       College    Life_Sciences               Very_High
2008                9        Master          Medical                  Medium
2009               15       College          Medical                  Medium
2010               29        Master    Life_Sciences                    High
2012                1        Master    Life_Sciences                     Low
2013                1        Master          Medical                  Medium
2014               24 Below_College    Life_Sciences                     Low
2015               10      Bachelor          Medical                  Medium
2016                1        Master        Marketing                    High
2017               10      Bachelor    Life_Sciences                    High
2018                8       College            Other                     Low
2019               29        Master    Life_Sciences                     Low
2020                1      Bachelor          Medical                  Medium
2021                5 Below_College          Medical                    High
2022                9      Bachelor    Life_Sciences               Very_High
2023                9      Bachelor        Marketing               Very_High
2024                3      Bachelor          Medical                     Low
2025                4       College    Life_Sciences               Very_High
2026                1        Master    Life_Sciences                    High
2027                1        Master          Medical                     Low
2031                2      Bachelor    Life_Sciences                     Low
2032                7       College Technical_Degree               Very_High
2034               28        Master    Life_Sciences                     Low
2035               28      Bachelor        Marketing               Very_High
2036               15        Master        Marketing               Very_High
2037                3      Bachelor    Life_Sciences                    High
2038                2      Bachelor Technical_Degree               Very_High
2040               26        Master    Life_Sciences                    High
2041               10       College    Life_Sciences                     Low
2044                1        Master    Life_Sciences                  Medium
2045               11        Master        Marketing                  Medium
2046               20      Bachelor    Life_Sciences               Very_High
2048                2        Master    Life_Sciences                    High
2049               18        Master    Life_Sciences                    High
2051                2        Master          Medical                    High
2052                1        Master    Life_Sciences                    High
2053               13       College            Other               Very_High
2054               28        Master          Medical               Very_High
2055               28      Bachelor        Marketing               Very_High
2056               24 Below_College        Marketing                  Medium
2057                5      Bachelor          Medical                  Medium
2060                5      Bachelor            Other               Very_High
2061               23       College          Medical                    High
2062                6 Below_College          Medical               Very_High
2064                4      Bachelor    Life_Sciences                  Medium
2065                2      Bachelor          Medical               Very_High
2068                8      Bachelor          Medical                  Medium
     Gender HourlyRate JobInvolvement JobLevel                   JobRole
1    Female         94           High        2           Sales_Executive
2      Male         61         Medium        2        Research_Scientist
4      Male         92         Medium        1     Laboratory_Technician
5    Female         56           High        1        Research_Scientist
7      Male         40           High        1     Laboratory_Technician
8      Male         79           High        1     Laboratory_Technician
10   Female         81      Very_High        1     Laboratory_Technician
11     Male         67           High        1     Laboratory_Technician
12     Male         44         Medium        3    Manufacturing_Director
13     Male         94           High        2 Healthcare_Representative
14     Male         84      Very_High        1     Laboratory_Technician
15   Female         49         Medium        2     Laboratory_Technician
16     Male         31           High        1        Research_Scientist
18     Male         93           High        1     Laboratory_Technician
19     Male         50         Medium        1     Laboratory_Technician
20   Female         51      Very_High        3    Manufacturing_Director
21     Male         80      Very_High        1        Research_Scientist
22     Male         96      Very_High        1     Laboratory_Technician
23   Female         78         Medium        4                   Manager
24     Male         45           High        1        Research_Scientist
26   Female         96      Very_High        2    Manufacturing_Director
27     Male         82         Medium        1      Sales_Representative
28   Female         53           High        3         Research_Director
30     Male         96           High        1        Research_Scientist
31     Male         83           High        1        Research_Scientist
32   Female         58           High        5                   Manager
33   Female         72            Low        1        Research_Scientist
35     Male         48           High        2           Sales_Executive
36   Female         42         Medium        3 Healthcare_Representative
38   Female         83           High        5                   Manager
39     Male         78           High        1     Laboratory_Technician
40     Male         41           High        2 Healthcare_Representative
41     Male         83         Medium        1     Laboratory_Technician
42     Male         56           High        2      Sales_Representative
45     Male         61           High        1        Research_Scientist
46   Female         72      Very_High        1        Research_Scientist
47     Male         86         Medium        1      Sales_Representative
49   Female         97           High        1      Sales_Representative
51   Female         82         Medium        1        Research_Scientist
52   Female         42      Very_High        2           Sales_Executive
53     Male         75           High        1     Laboratory_Technician
54   Female         33           High        1     Laboratory_Technician
55     Male         48            Low        1     Laboratory_Technician
56     Male         37           High        3           Sales_Executive
57   Female         58           High        2     Laboratory_Technician
58   Female         49           High        5         Research_Director
60     Male         72           High        2           Sales_Executive
61     Male         73           High        1        Research_Scientist
62     Male         98           High        2           Sales_Executive
63     Male         36      Very_High        1     Laboratory_Technician
64     Male         98         Medium        3     Laboratory_Technician
65     Male         50           High        1     Laboratory_Technician
68   Female         75           High        2           Sales_Executive
70     Male         79         Medium        3 Healthcare_Representative
72   Female         47         Medium        2           Sales_Executive
73   Female         98           High        3         Research_Director
74     Male         71           High        3           Sales_Executive
75   Female         30           High        1     Laboratory_Technician
76     Male         48           High        2     Laboratory_Technician
77     Male         51         Medium        2    Manufacturing_Director
78     Male         33           High        2    Manufacturing_Director
79   Female         50           High        2     Laboratory_Technician
80   Female         43         Medium        5         Research_Director
81   Female         99           High        3           Sales_Executive
83   Female         59           High        3 Healthcare_Representative
84   Female         33           High        4                   Manager
85     Male         95         Medium        2    Manufacturing_Director
86     Male         59           High        3        Research_Scientist
88     Male         79           High        1        Research_Scientist
90     Male         79         Medium        1        Research_Scientist
91   Female         57         Medium        2           Sales_Executive
94     Male         76           High        1        Research_Scientist
95     Male         87           High        1        Research_Scientist
96     Male         66           High        2        Research_Scientist
97   Female         55      Very_High        1     Laboratory_Technician
98   Female         61           High        2    Manufacturing_Director
100    Male         32         Medium        2           Sales_Executive
101    Male         52           High        3         Research_Director
102    Male         30           High        3         Research_Director
103    Male         80           High        2           Human_Resources
104    Male         55         Medium        2     Laboratory_Technician
105    Male         30         Medium        1        Research_Scientist
106    Male         70           High        3           Sales_Executive
107  Female         79            Low        2        Research_Scientist
110    Male         94           High        2    Manufacturing_Director
112    Male         49            Low        3    Manufacturing_Director
113    Male         62           High        1      Sales_Representative
116    Male         96           High        1     Laboratory_Technician
117    Male         99         Medium        2 Healthcare_Representative
118    Male         64         Medium        3           Sales_Executive
119    Male         78         Medium        4 Healthcare_Representative
120    Male         71           High        2           Sales_Executive
121  Female         63         Medium        2           Sales_Executive
124    Male         40         Medium        3 Healthcare_Representative
125    Male         87           High        2           Sales_Executive
126  Female         60           High        3         Research_Director
128  Female         33           High        2           Sales_Executive
129    Male         43           High        2           Sales_Executive
131    Male         37           High        4           Sales_Executive
132    Male         67           High        2     Laboratory_Technician
133    Male         63           High        1           Human_Resources
134    Male         71           High        1        Research_Scientist
137  Female         66         Medium        1     Laboratory_Technician
138  Female         41           High        2        Research_Scientist
139    Male        100         Medium        2 Healthcare_Representative
140  Female         32         Medium        5                   Manager
141  Female         73           High        5         Research_Director
142    Male         46         Medium        2           Sales_Executive
143    Male         64         Medium        1        Research_Scientist
144  Female         59           High        1     Laboratory_Technician
145  Female         30         Medium        3 Healthcare_Representative
147    Male         66            Low        2     Laboratory_Technician
148  Female         30      Very_High        4                   Manager
150    Male         52           High        1     Laboratory_Technician
151  Female         45         Medium        2        Research_Scientist
152    Male         87           High        3           Sales_Executive
153  Female         45         Medium        3                   Manager
154  Female         92           High        3           Sales_Executive
155  Female         39           High        1     Laboratory_Technician
158    Male         92           High        4                   Manager
159    Male         96            Low        1        Research_Scientist
160    Male         95           High        2           Sales_Executive
161  Female         72           High        1        Research_Scientist
162    Male         51           High        5         Research_Director
163    Male         76            Low        2           Sales_Executive
164  Female         46         Medium        1        Research_Scientist
165  Female         94           High        3 Healthcare_Representative
167    Male         50           High        1      Sales_Representative
169    Male        100           High        1     Laboratory_Technician
170  Female         96           High        2    Manufacturing_Director
171  Female         72      Very_High        1        Research_Scientist
174  Female         77           High        3           Sales_Executive
175  Female         71            Low        2           Sales_Executive
176    Male         96           High        3           Sales_Executive
177  Female         61           High        1           Human_Resources
178    Male         84           High        2    Manufacturing_Director
179    Male         53            Low        3    Manufacturing_Director
182  Female         47         Medium        2           Sales_Executive
183    Male         41         Medium        2           Sales_Executive
184    Male         48           High        2           Human_Resources
190  Female         41           High        1     Laboratory_Technician
192    Male         83           High        1        Research_Scientist
193  Female         32           High        2        Research_Scientist
194  Female         75           High        1        Research_Scientist
195    Male         35            Low        2           Sales_Executive
197  Female         84           High        1        Research_Scientist
198    Male         35         Medium        1     Laboratory_Technician
199    Male         91         Medium        4                   Manager
200    Male         94           High        1     Laboratory_Technician
201  Female         79           High        1     Laboratory_Technician
202  Female         54           High        2        Research_Scientist
204    Male         94           High        3           Sales_Executive
205    Male         34           High        2      Sales_Representative
206    Male         60           High        2     Laboratory_Technician
207  Female         43           High        3           Sales_Executive
208    Male         41           High        2    Manufacturing_Director
211    Male         34         Medium        2    Manufacturing_Director
214  Female         75         Medium        1        Research_Scientist
215    Male         67         Medium        3           Sales_Executive
216  Female         75           High        1      Sales_Representative
217    Male         80           High        1        Research_Scientist
218    Male         57           High        1        Research_Scientist
221    Male         42           High        1        Research_Scientist
223    Male         83      Very_High        3 Healthcare_Representative
224    Male         79         Medium        1        Research_Scientist
226  Female         53           High        5                   Manager
227    Male         56           High        1        Research_Scientist
228  Female         41           High        3           Sales_Executive
230  Female         59         Medium        2           Sales_Executive
231    Male         43           High        1        Research_Scientist
233    Male         51           High        1        Research_Scientist
235  Female        100            Low        1      Sales_Representative
238    Male         30           High        1     Laboratory_Technician
239    Male         66           High        2     Laboratory_Technician
240  Female         30           High        2           Sales_Executive
241  Female         67           High        1        Research_Scientist
242    Male         90           High        1        Research_Scientist
243    Male         47         Medium        1     Laboratory_Technician
244  Female         92           High        3           Sales_Executive
245  Female         75           High        1     Laboratory_Technician
246  Female         95           High        1        Research_Scientist
247  Female         95           High        1        Research_Scientist
248  Female         70           High        1      Sales_Representative
249    Male         86         Medium        1     Laboratory_Technician
250  Female         57      Very_High        2    Manufacturing_Director
252  Female         72           High        1        Research_Scientist
253  Female         46           High        5                   Manager
254    Male         61      Very_High        5         Research_Director
256    Male         45         Medium        2    Manufacturing_Director
258  Female         98           High        4 Healthcare_Representative
259    Male         65         Medium        5                   Manager
260  Female         99           High        1        Research_Scientist
261    Male         50         Medium        2    Manufacturing_Director
262    Male         37      Very_High        1        Research_Scientist
264    Male         65         Medium        4                   Manager
267    Male         65      Very_High        1        Research_Scientist
269  Female         37           High        2     Laboratory_Technician
270  Female         36           High        2    Manufacturing_Director
271    Male         88           High        2    Manufacturing_Director
273    Male         54           High        2    Manufacturing_Director
274    Male         60         Medium        2    Manufacturing_Director
275    Male         92           High        2    Manufacturing_Director
277    Male         43           High        1        Research_Scientist
281    Male         99           High        2     Laboratory_Technician
282    Male         70           High        2 Healthcare_Representative
283  Female         35           High        3           Sales_Executive
284    Male         60      Very_High        1        Research_Scientist
286  Female         73           High        1     Laboratory_Technician
287    Male         63         Medium        2 Healthcare_Representative
288    Male         97           High        3 Healthcare_Representative
291    Male         32            Low        3           Sales_Executive
292    Male         88         Medium        3    Manufacturing_Director
293  Female         90           High        2           Sales_Executive
296    Male         81         Medium        3         Research_Director
297  Female         88           High        1        Research_Scientist
298  Female         75           High        3                   Manager
299  Female         52         Medium        2           Sales_Executive
300    Male         85           High        1        Research_Scientist
302  Female         57         Medium        3           Sales_Executive
303  Female         52           High        2           Sales_Executive
304    Male         62           High        2     Laboratory_Technician
305  Female         47         Medium        1        Research_Scientist
306    Male         47           High        3         Research_Director
307    Male         76           High        3           Sales_Executive
308    Male         90            Low        2    Manufacturing_Director
309    Male         70         Medium        1        Research_Scientist
311    Male         41           High        1      Sales_Representative
312  Female         42           High        3           Sales_Executive
314  Female         92           High        3           Sales_Executive
315    Male         86         Medium        1        Research_Scientist
316  Female         89         Medium        1     Laboratory_Technician
319    Male         58           High        5                   Manager
321    Male         52           High        1           Human_Resources
323  Female         68           High        5                   Manager
325    Male         58           High        1     Laboratory_Technician
327  Female         80           High        4                   Manager
328  Female         39           High        1     Laboratory_Technician
329    Male         79         Medium        5                   Manager
330  Female         56           High        1      Sales_Representative
331    Male         62         Medium        1     Laboratory_Technician
332  Female         96           High        1     Laboratory_Technician
333    Male        100           High        2           Sales_Executive
334    Male         36           High        2        Research_Scientist
335    Male         62           High        2        Research_Scientist
336    Male         70      Very_High        5                   Manager
337    Male         73           High        3         Research_Director
338  Female         63         Medium        1        Research_Scientist
339    Male         84         Medium        2    Manufacturing_Director
340  Female         83         Medium        1        Research_Scientist
341    Male         77      Very_High        2    Manufacturing_Director
342    Male         61           High        3    Manufacturing_Director
343  Female         64           High        3 Healthcare_Representative
346    Male         60           High        1        Research_Scientist
347  Female         82      Very_High        2        Research_Scientist
349    Male         45           High        2           Sales_Executive
350  Female         62           High        2    Manufacturing_Director
351  Female         56         Medium        1     Laboratory_Technician
352    Male         49           High        5         Research_Director
353    Male         96           High        1        Research_Scientist
355    Male         71         Medium        1     Laboratory_Technician
359    Male        100      Very_High        1     Laboratory_Technician
361    Male         39         Medium        2           Sales_Executive
362    Male         84         Medium        2     Laboratory_Technician
363  Female         75            Low        4                   Manager
364    Male         79           High        1     Laboratory_Technician
366    Male         78         Medium        2           Sales_Executive
367    Male         64         Medium        2 Healthcare_Representative
369    Male         85      Very_High        2 Healthcare_Representative
372    Male         79           High        4 Healthcare_Representative
373    Male         47           High        1     Laboratory_Technician
374    Male         81           High        5                   Manager
376    Male         88           High        3                   Manager
377    Male         94           High        1        Research_Scientist
378    Male         98           High        2           Sales_Executive
379    Male        100         Medium        1        Research_Scientist
380  Female         80           High        3         Research_Director
381  Female         71      Very_High        3                   Manager
382  Female         44      Very_High        2           Sales_Executive
384  Female         84           High        2    Manufacturing_Director
385    Male         96           High        5         Research_Director
386    Male         45           High        4         Research_Director
387    Male         99           High        2           Sales_Executive
388    Male         44           High        2           Sales_Executive
389    Male         37           High        2     Laboratory_Technician
390    Male         60           High        2 Healthcare_Representative
391  Female         42           High        1        Research_Scientist
392    Male         43           High        1     Laboratory_Technician
393    Male         82           High        2 Healthcare_Representative
394    Male         45           High        1     Laboratory_Technician
395  Female         66           High        1        Research_Scientist
396  Female         35           High        5         Research_Director
397    Male         30           High        2        Research_Scientist
399  Female         84           High        1      Sales_Representative
401    Male         48         Medium        2           Sales_Executive
403    Male         53           High        1        Research_Scientist
404  Female         77           High        4           Sales_Executive
405    Male         54           High        1     Laboratory_Technician
406    Male         96           High        3           Sales_Executive
407    Male         81      Very_High        1     Laboratory_Technician
408    Male         84            Low        2    Manufacturing_Director
410    Male         88           High        4                   Manager
411  Female         69         Medium        1      Sales_Representative
412    Male         68      Very_High        2 Healthcare_Representative
416    Male        100      Very_High        2           Sales_Executive
417    Male         48      Very_High        3 Healthcare_Representative
419  Female         47           High        2     Laboratory_Technician
420    Male         91         Medium        2           Sales_Executive
421  Female         81         Medium        3         Research_Director
422    Male         32            Low        2 Healthcare_Representative
423    Male         86           High        1        Research_Scientist
424    Male         62         Medium        2           Human_Resources
425    Male         97           High        3     Laboratory_Technician
426    Male         32           High        1        Research_Scientist
428  Female         74           High        3                   Manager
429    Male         99           High        4                   Manager
430  Female         33           High        1     Laboratory_Technician
431  Female         90         Medium        4 Healthcare_Representative
433    Male         85         Medium        2        Research_Scientist
434  Female         85           High        1        Research_Scientist
436  Female         65         Medium        2           Sales_Executive
437    Male         74           High        2           Sales_Executive
438    Male         73           High        2           Sales_Executive
439  Female         74      Very_High        2        Research_Scientist
440    Male         84            Low        1        Research_Scientist
441  Female         64           High        2        Research_Scientist
442  Female         48         Medium        3    Manufacturing_Director
444    Male         54         Medium        5                   Manager
445  Female         41           High        2           Sales_Executive
446    Male         46         Medium        2           Sales_Executive
447    Male         42           High        5         Research_Director
448  Female         82         Medium        2     Laboratory_Technician
449    Male         73           High        2           Sales_Executive
450  Female         31           High        2        Research_Scientist
451  Female         43           High        3 Healthcare_Representative
452    Male         75           High        2        Research_Scientist
453    Male         57            Low        2           Sales_Executive
454    Male         77            Low        1     Laboratory_Technician
455    Male         30         Medium        1     Laboratory_Technician
456  Female         30         Medium        2           Sales_Executive
458  Female         56           High        2           Sales_Executive
460    Male         61           High        2    Manufacturing_Director
461    Male         92         Medium        3         Research_Director
462  Female         39           High        3    Manufacturing_Director
463  Female         39         Medium        2           Sales_Executive
464    Male         62           High        3    Manufacturing_Director
465    Male         83           High        1        Research_Scientist
466    Male         95         Medium        2    Manufacturing_Director
467    Male         99           High        2      Sales_Representative
468  Female         44           High        4         Research_Director
469    Male         61           High        2           Sales_Executive
470    Male         52           High        1           Human_Resources
471  Female         75           High        1     Laboratory_Technician
473  Female         91           High        3                   Manager
474    Male         51      Very_High        2        Research_Scientist
475  Female         85           High        2           Sales_Executive
476    Male         57           High        2           Sales_Executive
477    Male         98         Medium        2 Healthcare_Representative
478  Female         99         Medium        1      Sales_Representative
479  Female         45           High        2           Sales_Executive
481    Male         48         Medium        3           Sales_Executive
482    Male         88           High        2 Healthcare_Representative
483  Female         46      Very_High        1     Laboratory_Technician
484    Male         39           High        1      Sales_Representative
485  Female         34           High        1      Sales_Representative
486  Female         98           High        1     Laboratory_Technician
487  Female         30           High        2    Manufacturing_Director
488    Male         56           High        2           Sales_Executive
491    Male        100         Medium        3 Healthcare_Representative
492    Male         68         Medium        2           Sales_Executive
493    Male         42         Medium        1        Research_Scientist
494  Female         90      Very_High        1      Sales_Representative
495    Male         54           High        1        Research_Scientist
496    Male         97         Medium        2 Healthcare_Representative
497    Male         82           High        1     Laboratory_Technician
498    Male         92           High        2           Sales_Executive
499    Male         31         Medium        3 Healthcare_Representative
500  Female         87           High        2           Sales_Executive
501  Female         96           High        1        Research_Scientist
502    Male         67      Very_High        2           Sales_Executive
505  Female         97           High        4                   Manager
507  Female         77           High        2           Sales_Executive
508    Male         72           High        1      Sales_Representative
510    Male         73           High        1        Research_Scientist
511  Female         43           High        1        Research_Scientist
513    Male         61         Medium        3           Sales_Executive
514    Male         40           High        1        Research_Scientist
515  Female         95           High        1     Laboratory_Technician
516  Female         46           High        2           Sales_Executive
517  Female         95           High        1     Laboratory_Technician
518    Male         49           High        2    Manufacturing_Director
520    Male         59         Medium        4         Research_Director
521  Female         78         Medium        2     Laboratory_Technician
522    Male         86           High        5         Research_Director
523  Female         72           High        2           Sales_Executive
524  Female         31           High        2    Manufacturing_Director
525    Male         61           High        1     Laboratory_Technician
526  Female         74           High        2 Healthcare_Representative
527  Female         99         Medium        2           Sales_Executive
529  Female         72           High        2        Research_Scientist
530    Male         98         Medium        1     Laboratory_Technician
531    Male         52           High        5                   Manager
532  Female         86      Very_High        4           Sales_Executive
533  Female         83           High        2           Sales_Executive
534    Male         49      Very_High        3           Sales_Executive
536    Male         79           High        2     Laboratory_Technician
538    Male         91           High        1     Laboratory_Technician
543    Male         39         Medium        3    Manufacturing_Director
544    Male         69           High        1        Research_Scientist
546  Female         30           High        4                   Manager
547  Female         92           High        2        Research_Scientist
548  Female         43            Low        2    Manufacturing_Director
549  Female         41           High        5                   Manager
550  Female         87           High        2    Manufacturing_Director
551  Female         88         Medium        2 Healthcare_Representative
554  Female         62           High        1      Sales_Representative
555  Female         33            Low        1      Sales_Representative
556    Male         42           High        1     Laboratory_Technician
558  Female         79           High        5                   Manager
560  Female         90           High        1        Research_Scientist
562    Male         53           High        1     Laboratory_Technician
564    Male         93         Medium        3         Research_Director
565  Female         71         Medium        1        Research_Scientist
566    Male         52         Medium        1           Human_Resources
567  Female         69           High        3           Sales_Executive
568    Male         56         Medium        4                   Manager
569    Male         88         Medium        4                   Manager
571  Female         49           High        1     Laboratory_Technician
573  Female         80         Medium        3           Sales_Executive
574  Female         65           High        2    Manufacturing_Director
575    Male         51           High        4         Research_Director
577    Male         46            Low        1     Laboratory_Technician
578  Female         42           High        2     Laboratory_Technician
579    Male         62         Medium        1        Research_Scientist
580  Female         94         Medium        3           Sales_Executive
581    Male         33           High        3    Manufacturing_Director
582    Male         56           High        3                   Manager
584    Male         38            Low        1     Laboratory_Technician
585    Male         57           High        1      Sales_Representative
586    Male         72           High        3 Healthcare_Representative
587    Male         66           High        3 Healthcare_Representative
590  Female         43           High        3           Human_Resources
591    Male         97           High        1     Laboratory_Technician
592    Male         32           High        3           Sales_Executive
593    Male         99         Medium        1     Laboratory_Technician
595  Female         37           High        2           Sales_Executive
597  Female         83           High        4                   Manager
599    Male         56           High        2           Sales_Executive
600    Male         85           High        2           Sales_Executive
601  Female         75           High        4    Manufacturing_Director
602  Female         48           High        1     Laboratory_Technician
604    Male         77           High        2           Sales_Executive
605    Male         56           High        3    Manufacturing_Director
606    Male         61           High        2           Sales_Executive
608  Female         58           High        1           Human_Resources
611    Male         34           High        2    Manufacturing_Director
612  Female         95      Very_High        4         Research_Director
613    Male         44         Medium        3                   Manager
614    Male         69           High        1      Sales_Representative
615    Male         58            Low        3           Sales_Executive
616  Female         62         Medium        2 Healthcare_Representative
618    Male         45           High        2           Sales_Executive
620  Female         80           High        2           Sales_Executive
621    Male         74      Very_High        2           Sales_Executive
622    Male         66            Low        1     Laboratory_Technician
623  Female         59           High        3    Manufacturing_Director
624  Female         86           High        3 Healthcare_Representative
625  Female         91           High        4                   Manager
626    Male         69           High        3           Sales_Executive
630    Male         78           High        2        Research_Scientist
631    Male         60      Very_High        2           Sales_Executive
632    Male         38           High        1      Sales_Representative
634  Female         76           High        2 Healthcare_Representative
635  Female         65           High        2    Manufacturing_Director
638    Male         58         Medium        5         Research_Director
639    Male         89      Very_High        1        Research_Scientist
641    Male         66           High        2           Sales_Executive
643    Male         94         Medium        1     Laboratory_Technician
644    Male         99           High        5                   Manager
645    Male         40           High        1      Sales_Representative
647  Female         55           High        1     Laboratory_Technician
648    Male         74         Medium        1      Sales_Representative
649    Male         83         Medium        1        Research_Scientist
650    Male         46           High        2           Sales_Executive
652    Male         54         Medium        2     Laboratory_Technician
653    Male         66      Very_High        2           Sales_Executive
655  Female         66         Medium        1        Research_Scientist
656    Male         75           High        2           Sales_Executive
657  Female         83         Medium        1        Research_Scientist
659  Female         81           High        2 Healthcare_Representative
661    Male         50         Medium        4         Research_Director
662  Female         43           High        1        Research_Scientist
663    Male         72           High        2     Laboratory_Technician
664  Female         40         Medium        4                   Manager
665  Female         50         Medium        2           Human_Resources
666  Female         31           High        1      Sales_Representative
667    Male         85           High        1      Sales_Representative
669    Male         49           High        1      Sales_Representative
671    Male         35           High        5                   Manager
675    Male         69           High        1        Research_Scientist
677    Male         39           High        2           Sales_Executive
679  Female         92           High        2        Research_Scientist
680  Female         71           High        1        Research_Scientist
682  Female         34           High        2           Sales_Executive
683    Male         42           High        1        Research_Scientist
684  Female        100           High        2           Sales_Executive
686  Female         71           High        1     Laboratory_Technician
689    Male         36           High        3    Manufacturing_Director
690  Female         62           High        2           Sales_Executive
691    Male         82            Low        2        Research_Scientist
692    Male         30           High        2 Healthcare_Representative
698    Male         88           High        3           Human_Resources
699    Male         48         Medium        2    Manufacturing_Director
700    Male         54         Medium        1        Research_Scientist
701    Male         32           High        1        Research_Scientist
702    Male         70           High        1        Research_Scientist
704    Male         41         Medium        1     Laboratory_Technician
705    Male         58      Very_High        1        Research_Scientist
707    Male         57      Very_High        2           Sales_Executive
709  Female         46         Medium        2           Sales_Executive
710    Male         76            Low        1        Research_Scientist
712    Male         56      Very_High        2           Sales_Executive
714  Female         71      Very_High        2           Sales_Executive
715    Male         80      Very_High        1        Research_Scientist
716    Male         74      Very_High        1     Laboratory_Technician
717  Female         46         Medium        3 Healthcare_Representative
720  Female         65           High        2           Sales_Executive
721  Female         80         Medium        2 Healthcare_Representative
722    Male         55           High        2           Sales_Executive
723    Male         50           High        2           Sales_Executive
724  Female         33      Very_High        2 Healthcare_Representative
725  Female         68           High        3    Manufacturing_Director
727  Female         39           High        3         Research_Director
728    Male         42           High        2           Sales_Executive
729    Male         48         Medium        3           Sales_Executive
730    Male         59      Very_High        4         Research_Director
731    Male         73         Medium        5                   Manager
732    Male         84           High        2           Sales_Executive
733    Male         32           High        3    Manufacturing_Director
734    Male         59         Medium        5                   Manager
738    Male         54           High        1      Sales_Representative
741  Female         67            Low        1        Research_Scientist
742  Female         63      Very_High        3         Research_Director
743  Female         81           High        3    Manufacturing_Director
744    Male         49            Low        1     Laboratory_Technician
746  Female         49           High        4           Sales_Executive
747    Male         99           High        2           Sales_Executive
749    Male         99           High        1      Sales_Representative
752    Male         57      Very_High        1        Research_Scientist
754    Male         47         Medium        2           Sales_Executive
757  Female         96           High        2 Healthcare_Representative
758    Male         37           High        1     Laboratory_Technician
760  Female         44      Very_High        2           Human_Resources
762    Male         81           High        4 Healthcare_Representative
763  Female         86         Medium        1        Research_Scientist
764  Female         55         Medium        2 Healthcare_Representative
766    Male         83           High        1      Sales_Representative
769    Male         86           High        2     Laboratory_Technician
771  Female         61           High        2 Healthcare_Representative
772    Male         80           High        2     Laboratory_Technician
773    Male         92           High        1        Research_Scientist
775  Female         32           High        2    Manufacturing_Director
776    Male         31         Medium        4                   Manager
780    Male         63           High        1        Research_Scientist
781  Female         32           High        2           Sales_Executive
783    Male         46            Low        2      Sales_Representative
784    Male         79      Very_High        1        Research_Scientist
785  Female         77      Very_High        2           Sales_Executive
786    Male         60           High        2           Sales_Executive
787    Male         78           High        5                   Manager
789    Male         76         Medium        3           Sales_Executive
791    Male         41           High        1        Research_Scientist
792  Female         71            Low        1     Laboratory_Technician
793  Female         66           High        2 Healthcare_Representative
796    Male         38         Medium        2           Sales_Executive
797  Female         72      Very_High        1        Research_Scientist
799  Female         95           High        2    Manufacturing_Director
800    Male         84           High        2           Sales_Executive
802  Female         82           High        1        Research_Scientist
803  Female         75      Very_High        2    Manufacturing_Director
804  Female         86         Medium        1        Research_Scientist
805  Female         72           High        1      Sales_Representative
806    Male         38            Low        1     Laboratory_Technician
807  Female         38      Very_High        2 Healthcare_Representative
808  Female         93           High        2           Sales_Executive
809    Male         66           High        5                   Manager
811    Male         63      Very_High        1     Laboratory_Technician
812    Male         60         Medium        1     Laboratory_Technician
813  Female         82           High        2     Laboratory_Technician
815    Male         64           High        4         Research_Director
816  Female         36         Medium        1     Laboratory_Technician
817    Male         49           High        3         Research_Director
819  Female         69           High        2           Sales_Executive
820  Female         33           High        4                   Manager
823  Female         35           High        2    Manufacturing_Director
824    Male         81      Very_High        1        Research_Scientist
825    Male         31           High        5         Research_Director
826  Female         40      Very_High        1        Research_Scientist
827  Female         43         Medium        2    Manufacturing_Director
828    Male         46           High        1        Research_Scientist
829    Male         36           High        1           Human_Resources
830  Female         98         Medium        2    Manufacturing_Director
832    Male         51         Medium        2     Laboratory_Technician
833  Female         52         Medium        2    Manufacturing_Director
834  Female         95         Medium        1        Research_Scientist
836    Male         98           High        2    Manufacturing_Director
837    Male         45         Medium        2 Healthcare_Representative
838  Female        100         Medium        1        Research_Scientist
840  Female         43           High        3           Sales_Executive
842    Male         37           High        2           Sales_Executive
843    Male         94           High        4         Research_Director
844    Male         42         Medium        3         Research_Director
845    Male         59           High        3    Manufacturing_Director
846  Female         81           High        2           Sales_Executive
847    Male         88           High        1           Human_Resources
848  Female         88         Medium        1        Research_Scientist
850    Male         50           High        1        Research_Scientist
851  Female         66           High        4                   Manager
852    Male         50           High        2 Healthcare_Representative
854    Male         65      Very_High        1        Research_Scientist
855    Male         48      Very_High        2           Sales_Executive
856  Female         53         Medium        1        Research_Scientist
857    Male         56           High        2           Sales_Executive
859    Male         73           High        2           Sales_Executive
861    Male         75         Medium        1        Research_Scientist
862  Female         78         Medium        3           Sales_Executive
864    Male         74           High        3           Sales_Executive
865  Female         91      Very_High        2        Research_Scientist
867  Female         81         Medium        4    Manufacturing_Director
868    Male         66         Medium        2           Sales_Executive
869    Male         63         Medium        1           Human_Resources
872    Male         33         Medium        2    Manufacturing_Director
874    Male         62      Very_High        1     Laboratory_Technician
875    Male         35           High        1        Research_Scientist
878    Male         77         Medium        1           Human_Resources
879    Male         98           High        2           Sales_Executive
880  Female         66         Medium        3    Manufacturing_Director
881  Female         96           High        1        Research_Scientist
882    Male         61           High        1     Laboratory_Technician
885    Male         87         Medium        2           Sales_Executive
887  Female         36           High        1        Research_Scientist
888    Male         46         Medium        1     Laboratory_Technician
889    Male         48           High        2           Sales_Executive
893    Male         98         Medium        1      Sales_Representative
894  Female         95      Very_High        2     Laboratory_Technician
895    Male         48           High        1        Research_Scientist
896  Female         48         Medium        1      Sales_Representative
897    Male         73           High        4           Sales_Executive
899    Male         78         Medium        3    Manufacturing_Director
900  Female         54           High        1      Sales_Representative
901  Female         72           High        4         Research_Director
902  Female         33           High        2 Healthcare_Representative
903  Female         35           High        2           Sales_Executive
904    Male         32           High        3           Sales_Executive
905    Male         98           High        4                   Manager
909  Female         42         Medium        2           Human_Resources
910    Male         57           High        1           Human_Resources
911    Male         87           High        1     Laboratory_Technician
912  Female         62         Medium        1     Laboratory_Technician
913    Male         61           High        1        Research_Scientist
916    Male         98           High        2           Sales_Executive
918    Male         57         Medium        1     Laboratory_Technician
920  Female         55           High        2    Manufacturing_Director
922  Female         49         Medium        1      Sales_Representative
923  Female         65           High        1        Research_Scientist
924    Male         68           High        2 Healthcare_Representative
925  Female         65         Medium        1      Sales_Representative
926  Female         34           High        2    Manufacturing_Director
927  Female         57            Low        1     Laboratory_Technician
930  Female         77           High        1        Research_Scientist
932    Male         70           High        1     Laboratory_Technician
933  Female         76           High        1        Research_Scientist
934    Male         83           High        1     Laboratory_Technician
936  Female         68         Medium        2           Sales_Executive
939    Male        100         Medium        1        Research_Scientist
940  Female         37         Medium        3 Healthcare_Representative
941    Male         41         Medium        1      Sales_Representative
942  Female         51           High        2 Healthcare_Representative
944  Female         51           High        3     Laboratory_Technician
945    Male         51           High        1        Research_Scientist
947  Female         45           High        2           Sales_Executive
949    Male         65           High        1        Research_Scientist
950  Female         80           High        3         Research_Director
951  Female         70         Medium        1     Laboratory_Technician
952    Male         36         Medium        1      Sales_Representative
954    Male         67         Medium        3           Sales_Executive
956    Male         52         Medium        2           Sales_Executive
957    Male         59           High        1     Laboratory_Technician
958    Male         79           High        1     Laboratory_Technician
959    Male         37         Medium        1      Sales_Representative
960    Male         84           High        1     Laboratory_Technician
961  Female         41           High        2 Healthcare_Representative
964    Male         35           High        1        Research_Scientist
966  Female         93           High        2    Manufacturing_Director
967    Male         51         Medium        3           Sales_Executive
969  Female         42         Medium        2 Healthcare_Representative
970    Male         46         Medium        3           Sales_Executive
972    Male         57           High        2     Laboratory_Technician
974  Female         84           High        1      Sales_Representative
975  Female         86           High        2           Sales_Executive
976    Male         70           High        4                   Manager
977    Male         51           High        1        Research_Scientist
981    Male         45           High        4                   Manager
982    Male         62           High        3           Sales_Executive
983  Female         85           High        2           Sales_Executive
984    Male         92           High        3           Sales_Executive
985    Male         41      Very_High        3           Sales_Executive
986  Female        100      Very_High        4           Sales_Executive
987    Male         64      Very_High        2    Manufacturing_Director
990    Male         84           High        2           Sales_Executive
991    Male         46         Medium        1        Research_Scientist
992    Male         38           High        4                   Manager
994  Female         92         Medium        1        Research_Scientist
995  Female         53           High        1        Research_Scientist
996  Female         91           High        1     Laboratory_Technician
997    Male         66           High        4         Research_Director
998  Female         84      Very_High        2 Healthcare_Representative
999    Male         64           High        5         Research_Director
1001 Female         37           High        1     Laboratory_Technician
1002   Male         42           High        2     Laboratory_Technician
1003 Female         83           High        2           Sales_Executive
1004 Female         48           High        1        Research_Scientist
1005   Male         95           High        4    Manufacturing_Director
1006   Male         66           High        1        Research_Scientist
1007   Male         75           High        3    Manufacturing_Director
1009 Female         41         Medium        2    Manufacturing_Director
1010   Male         39         Medium        1     Laboratory_Technician
1011 Female         96           High        2    Manufacturing_Director
1012   Male         73           High        1        Research_Scientist
1013 Female         56           High        3    Manufacturing_Director
1014 Female         57           High        3 Healthcare_Representative
1015 Female         73      Very_High        3         Research_Director
1016 Female         98         Medium        1        Research_Scientist
1017 Female         60           High        1     Laboratory_Technician
1018   Male         32      Very_High        2    Manufacturing_Director
1019   Male         94            Low        1     Laboratory_Technician
1022   Male         97         Medium        2 Healthcare_Representative
1024   Male         78         Medium        3 Healthcare_Representative
1025 Female         42           High        2    Manufacturing_Director
1026 Female         65         Medium        4    Manufacturing_Director
1027 Female         47           High        2    Manufacturing_Director
1028   Male         45           High        1     Laboratory_Technician
1029   Male         90           High        5                   Manager
1030   Male         64           High        1     Laboratory_Technician
1032 Female         69         Medium        4    Manufacturing_Director
1033 Female         61            Low        2 Healthcare_Representative
1034   Male         62           High        2 Healthcare_Representative
1035 Female         55            Low        5         Research_Director
1036   Male         42           High        2           Sales_Executive
1037   Male         79            Low        2           Sales_Executive
1038 Female         57            Low        5                   Manager
1039 Female         53      Very_High        4           Sales_Executive
1040 Female         95           High        2           Sales_Executive
1042 Female         43      Very_High        1     Laboratory_Technician
1043 Female         82           High        3    Manufacturing_Director
1044 Female         88         Medium        1      Sales_Representative
1045 Female         90           High        4                   Manager
1046 Female         69           High        1     Laboratory_Technician
1047   Male         75      Very_High        2           Sales_Executive
1048   Male         66           High        3                   Manager
1049   Male         36           High        1           Human_Resources
1050 Female         38         Medium        3           Sales_Executive
1052   Male         81           High        2     Laboratory_Technician
1053   Male         57           High        1        Research_Scientist
1055 Female         87           High        1      Sales_Representative
1056   Male         74           High        1      Sales_Representative
1060   Male         44           High        1        Research_Scientist
1061   Male         62           High        5         Research_Director
1062 Female         35           High        2 Healthcare_Representative
1066   Male         74           High        2           Sales_Executive
1068 Female         66         Medium        1        Research_Scientist
1069   Male         40           High        5         Research_Director
1070 Female         41         Medium        3           Sales_Executive
1071 Female         63           High        1        Research_Scientist
1073 Female         51         Medium        3    Manufacturing_Director
1074   Male         40         Medium        4                   Manager
1076   Male         79         Medium        3           Sales_Executive
1077 Female         54           High        1      Sales_Representative
1079 Female         36         Medium        1     Laboratory_Technician
1080 Female         74         Medium        2        Research_Scientist
1081   Male         34           High        1        Research_Scientist
1082   Male         72         Medium        3 Healthcare_Representative
1083   Male         59         Medium        1     Laboratory_Technician
1084   Male         85           High        2    Manufacturing_Director
1085 Female         43      Very_High        1        Research_Scientist
1088 Female         65         Medium        3 Healthcare_Representative
1092   Male         61           High        3 Healthcare_Representative
1094   Male         87            Low        1     Laboratory_Technician
1096   Male         65           High        3    Manufacturing_Director
1097 Female         59           High        2        Research_Scientist
1098   Male         91         Medium        3           Human_Resources
1099   Male         34         Medium        3 Healthcare_Representative
1100   Male         86           High        3           Sales_Executive
1101 Female         54         Medium        2        Research_Scientist
1102   Male         50           High        1     Laboratory_Technician
1103   Male         45           High        2 Healthcare_Representative
1105 Female         88         Medium        2           Sales_Executive
1106   Male         32           High        1     Laboratory_Technician
1107   Male         37           High        1     Laboratory_Technician
1108   Male         55         Medium        1        Research_Scientist
1109   Male         35           High        4                   Manager
1111   Male         45         Medium        1     Laboratory_Technician
1113   Male         81           High        2           Sales_Executive
1114 Female         30           High        2           Sales_Executive
1115   Male         40         Medium        1        Research_Scientist
1116   Male         35      Very_High        4                   Manager
1117 Female         65         Medium        2           Sales_Executive
1118   Male         87           High        3 Healthcare_Representative
1119   Male         73         Medium        3           Sales_Executive
1120 Female         93           High        1        Research_Scientist
1121 Female         93           High        3    Manufacturing_Director
1124   Male         52           High        4                   Manager
1125   Male         32           High        3           Sales_Executive
1126 Female         83           High        3    Manufacturing_Director
1127   Male         84           High        4 Healthcare_Representative
1128   Male         44         Medium        5         Research_Director
1131 Female         70         Medium        1        Research_Scientist
1132   Male         70           High        2     Laboratory_Technician
1133   Male         78           High        2    Manufacturing_Director
1135   Male         67      Very_High        1      Sales_Representative
1136   Male         67         Medium        1        Research_Scientist
1137   Male         54           High        2           Sales_Executive
1138   Male         56         Medium        4           Sales_Executive
1140   Male         95           High        2    Manufacturing_Director
1143 Female         61           High        1        Research_Scientist
1148   Male         56            Low        2     Laboratory_Technician
1150   Male         79         Medium        2    Manufacturing_Director
1152   Male         37      Very_High        1           Human_Resources
1154   Male         39         Medium        1        Research_Scientist
1156   Male         80           High        1     Laboratory_Technician
1157 Female         77           High        2           Sales_Executive
1158   Male         46           High        1     Laboratory_Technician
1160   Male         72           High        1     Laboratory_Technician
1161 Female         52         Medium        2 Healthcare_Representative
1162   Male         55         Medium        1        Research_Scientist
1163 Female         70           High        2           Sales_Executive
1164   Male        100           High        1           Human_Resources
1165 Female         45         Medium        3           Sales_Executive
1166 Female         88           High        3         Research_Director
1167   Male         44           High        4           Sales_Executive
1171   Male         45           High        2           Sales_Executive
1172   Male         58         Medium        1     Laboratory_Technician
1173   Male         49           High        1     Laboratory_Technician
1175 Female         79           High        1     Laboratory_Technician
1177   Male         82      Very_High        1     Laboratory_Technician
1179   Male         72         Medium        2           Sales_Executive
1180 Female         92         Medium        2        Research_Scientist
1182   Male         44         Medium        3    Manufacturing_Director
1184   Male         97         Medium        2 Healthcare_Representative
1185   Male         47         Medium        1     Laboratory_Technician
1188 Female         85            Low        2           Sales_Executive
1190 Female         76           High        1      Sales_Representative
1191 Female         92           High        5                   Manager
1192 Female         54           High        1     Laboratory_Technician
1193   Male         54           High        1        Research_Scientist
1195 Female         83           High        1        Research_Scientist
1196 Female         56         Medium        2    Manufacturing_Director
1198   Male         87         Medium        1     Laboratory_Technician
1200   Male         96           High        1        Research_Scientist
1201 Female         50           High        5                   Manager
1202 Female         69            Low        1        Research_Scientist
1203   Male         48         Medium        1        Research_Scientist
1204 Female         69           High        4                   Manager
1206   Male         74            Low        1        Research_Scientist
1207   Male         99           High        1           Human_Resources
1210   Male         95         Medium        1        Research_Scientist
1211   Male         61           High        2           Sales_Executive
1212   Male         62           High        2           Sales_Executive
1215 Female         30           High        4                   Manager
1216   Male         78         Medium        1     Laboratory_Technician
1217   Male         52           High        5         Research_Director
1218   Male         94           High        2           Sales_Executive
1219 Female         97           High        1     Laboratory_Technician
1220 Female         82           High        2           Sales_Executive
1221   Male         60            Low        1     Laboratory_Technician
1224   Male         49           High        2     Laboratory_Technician
1225   Male         32           High        2        Research_Scientist
1226   Male         43      Very_High        1      Sales_Representative
1228   Male         60           High        2    Manufacturing_Director
1231   Male         79      Very_High        2           Human_Resources
1233   Male         52      Very_High        2           Sales_Executive
1234 Female         77         Medium        1     Laboratory_Technician
1235 Female         38           High        2        Research_Scientist
1237 Female         77            Low        3    Manufacturing_Director
1238   Male         60           High        1        Research_Scientist
1239 Female         84         Medium        2           Sales_Executive
1240   Male         57           High        2           Sales_Executive
1241   Male         63           High        1        Research_Scientist
1242 Female         60           High        3         Research_Director
1243 Female         78         Medium        3           Sales_Executive
1244   Male         42           High        1        Research_Scientist
1245 Female         53           High        3    Manufacturing_Director
1246 Female         72      Very_High        1        Research_Scientist
1248 Female         96         Medium        1        Research_Scientist
1249 Female         97           High        1        Research_Scientist
1250   Male         85           High        4         Research_Director
1251   Male         80           High        2 Healthcare_Representative
1252 Female         96         Medium        2 Healthcare_Representative
1254 Female         48         Medium        2           Sales_Executive
1255   Male         96            Low        5         Research_Director
1256   Male         85         Medium        5                   Manager
1257   Male         46           High        1        Research_Scientist
1258   Male         76      Very_High        1     Laboratory_Technician
1259   Male         76           High        1        Research_Scientist
1260   Male         82           High        2 Healthcare_Representative
1263   Male         76         Medium        5         Research_Director
1264 Female         87         Medium        4         Research_Director
1265 Female         89      Very_High        1        Research_Scientist
1267   Male         88           High        5                   Manager
1268   Male         82      Very_High        3           Sales_Executive
1269 Female         57      Very_High        1        Research_Scientist
1270   Male         47           High        1        Research_Scientist
1273   Male         73            Low        1      Sales_Representative
1275   Male         53           High        1        Research_Scientist
1277 Female         94            Low        5                   Manager
1278   Male         37         Medium        4 Healthcare_Representative
1279 Female         45         Medium        1     Laboratory_Technician
1280 Female         33         Medium        5                   Manager
1281 Female         86           High        2           Sales_Executive
1282   Male         83           High        5                   Manager
1283   Male         67           High        3    Manufacturing_Director
1285 Female         46           High        2     Laboratory_Technician
1286   Male         44           High        1     Laboratory_Technician
1288   Male         92      Very_High        5                   Manager
1289   Male         56         Medium        2           Human_Resources
1291   Male         66           High        1        Research_Scientist
1292 Female         78      Very_High        2        Research_Scientist
1293 Female         56         Medium        3           Sales_Executive
1294 Female         53           High        2    Manufacturing_Director
1295 Female         73           High        3 Healthcare_Representative
1296   Male         52         Medium        1     Laboratory_Technician
1297 Female         40         Medium        1     Laboratory_Technician
1298 Female         72           High        2    Manufacturing_Director
1299 Female         39           High        1     Laboratory_Technician
1301   Male         84           High        1        Research_Scientist
1303 Female         40           High        1        Research_Scientist
1304   Male         56      Very_High        2           Sales_Executive
1306 Female         83           High        5                   Manager
1307 Female         94         Medium        4                   Manager
1308   Male         88           High        1        Research_Scientist
1309   Male         79           High        2     Laboratory_Technician
1310   Male         93           High        1        Research_Scientist
1311 Female         48         Medium        2     Laboratory_Technician
1312 Female         63           High        3 Healthcare_Representative
1314 Female         44           High        1           Human_Resources
1315 Female         55            Low        2     Laboratory_Technician
1317 Female         43           High        4         Research_Director
1318   Male         57         Medium        3           Sales_Executive
1319   Male         64           High        3           Sales_Executive
1321 Female         95           High        3                   Manager
1322   Male         32           High        2    Manufacturing_Director
1324 Female         57           High        3           Sales_Executive
1329   Male         40            Low        2           Sales_Executive
1331 Female         54           High        1      Sales_Representative
1333   Male         89           High        1     Laboratory_Technician
1334   Male         37           High        4                   Manager
1336 Female         58            Low        5                   Manager
1338   Male         99           High        5                   Manager
1340   Male         74           High        1        Research_Scientist
1344   Male         86           High        3 Healthcare_Representative
1346   Male         98           High        2        Research_Scientist
1349 Female         66           High        2           Sales_Executive
1350   Male         87           High        2        Research_Scientist
1352   Male         84           High        4                   Manager
1355 Female         31           High        2           Sales_Executive
1356 Female         66           High        2           Sales_Executive
1358   Male         67           High        1     Laboratory_Technician
1360 Female         53         Medium        3    Manufacturing_Director
1361   Male         88           High        1     Laboratory_Technician
1362 Female         83      Very_High        2           Sales_Executive
1363   Male         54           High        3    Manufacturing_Director
1364 Female         98      Very_High        1      Sales_Representative
1367 Female         82         Medium        4    Manufacturing_Director
1368 Female         97           High        1     Laboratory_Technician
1369 Female         60         Medium        2     Laboratory_Technician
1371   Male         43            Low        2           Sales_Executive
1372   Male         85      Very_High        4           Sales_Executive
1373   Male         68           High        4    Manufacturing_Director
1374 Female         92         Medium        1        Research_Scientist
1375 Female         89      Very_High        2 Healthcare_Representative
1377   Male         86           High        2     Laboratory_Technician
1379 Female         90         Medium        1      Sales_Representative
1380 Female         67           High        2           Sales_Executive
1382   Male         57      Very_High        1        Research_Scientist
1383 Female         98           High        2 Healthcare_Representative
1387   Male         48         Medium        2           Sales_Executive
1389   Male         98           High        2    Manufacturing_Director
1390   Male         44         Medium        2           Sales_Executive
1391   Male         52           High        3           Sales_Executive
1392 Female         75           High        2        Research_Scientist
1394   Male         54           High        1        Research_Scientist
1395   Male         61           High        2           Sales_Executive
1396   Male         36           High        2           Sales_Executive
1397   Male         71           High        3 Healthcare_Representative
1399   Male         93      Very_High        2           Sales_Executive
1401 Female         59      Very_High        4    Manufacturing_Director
1402 Female         73         Medium        2        Research_Scientist
1403 Female         98         Medium        2           Sales_Executive
1405 Female         51           High        1        Research_Scientist
1407   Male         36         Medium        1        Research_Scientist
1408 Female         31           High        4                   Manager
1409 Female         54           High        1     Laboratory_Technician
1411 Female         94           High        1     Laboratory_Technician
1412   Male         60           High        3    Manufacturing_Director
1415   Male         81           High        1     Laboratory_Technician
1417   Male        100      Very_High        1     Laboratory_Technician
1419   Male         51         Medium        3           Human_Resources
1420   Male         97         Medium        2     Laboratory_Technician
1421 Female         84           High        3 Healthcare_Representative
1422 Female         54           High        4         Research_Director
1423 Female         76           High        5         Research_Director
1424   Male         81      Very_High        4         Research_Director
1425 Female         99           High        2           Sales_Executive
1427 Female         50            Low        1      Sales_Representative
1428 Female         73           High        2           Sales_Executive
1430 Female         93           High        4         Research_Director
1431   Male         91           High        1        Research_Scientist
1433 Female         34         Medium        1        Research_Scientist
1434   Male         91           High        1     Laboratory_Technician
1435   Male         37         Medium        2     Laboratory_Technician
1436 Female         98         Medium        2           Sales_Executive
1438   Male         74           High        1        Research_Scientist
1439   Male         68         Medium        1      Sales_Representative
1440   Male         84      Very_High        1     Laboratory_Technician
1441 Female         90           High        1        Research_Scientist
1443 Female         82           High        4         Research_Director
1445 Female         42           High        2           Sales_Executive
1446   Male         97           High        2           Sales_Executive
1447 Female         86         Medium        1     Laboratory_Technician
1448   Male         90      Very_High        1        Research_Scientist
1449   Male         81           High        2     Laboratory_Technician
1453   Male         31           High        3           Sales_Executive
1457   Male         52           High        3           Sales_Executive
1458 Female         54         Medium        1     Laboratory_Technician
1459 Female        100      Very_High        3    Manufacturing_Director
1460   Male         95            Low        3 Healthcare_Representative
1461 Female         96      Very_High        1           Human_Resources
1464   Male         94           High        1     Laboratory_Technician
1465   Male         55           High        3    Manufacturing_Director
1466   Male         96           High        2           Sales_Executive
1467 Female         52           High        1           Human_Resources
1468   Male         55         Medium        3         Research_Director
1469   Male         84           High        2           Sales_Executive
1471   Male         90         Medium        1     Laboratory_Technician
1472   Male         39      Very_High        4         Research_Director
1473   Male         96           High        2 Healthcare_Representative
1474   Male         68           High        1        Research_Scientist
1475   Male         49           High        1        Research_Scientist
1477   Male         54           High        2           Sales_Executive
1478   Male         81            Low        2           Sales_Executive
1479   Male         96           High        2           Sales_Executive
1480 Female         74           High        1     Laboratory_Technician
1481 Female         79           High        2           Sales_Executive
1482   Male         64           High        1        Research_Scientist
1483   Male         93      Very_High        2        Research_Scientist
1484   Male         35           High        3 Healthcare_Representative
1485   Male         71           High        4         Research_Director
1486   Male         92           High        1      Sales_Representative
1487 Female         51           High        2           Sales_Executive
1489 Female         40         Medium        2           Sales_Executive
1492   Male         76           High        1      Sales_Representative
1494   Male         89           High        1     Laboratory_Technician
1495 Female         78           High        1      Sales_Representative
1496   Male         86           High        3    Manufacturing_Director
1497   Male         77         Medium        2           Sales_Executive
1499   Male         46           High        1           Human_Resources
1501   Male         30           High        2 Healthcare_Representative
1502 Female         82         Medium        1     Laboratory_Technician
1503 Female         78           High        2           Sales_Executive
1504   Male         38         Medium        1     Laboratory_Technician
1506   Male         72         Medium        1        Research_Scientist
1507   Male         55           High        2           Sales_Executive
1509 Female         43         Medium        2     Laboratory_Technician
1513 Female         97           High        1     Laboratory_Technician
1514   Male         96            Low        2    Manufacturing_Director
1515   Male         69           High        2 Healthcare_Representative
1516   Male         64           High        3                   Manager
1520 Female         87           High        4                   Manager
1522   Male        100         Medium        1        Research_Scientist
1523   Male         32           High        4         Research_Director
1525 Female         32           High        3    Manufacturing_Director
1527 Female         51           High        4                   Manager
1529 Female         91         Medium        3 Healthcare_Representative
1533   Male         97           High        2     Laboratory_Technician
1534   Male         86           High        1     Laboratory_Technician
1535   Male         64         Medium        3           Sales_Executive
1537 Female         33           High        1        Research_Scientist
1539   Male         88            Low        4         Research_Director
1541   Male         55           High        1      Sales_Representative
1542   Male         68         Medium        1     Laboratory_Technician
1543   Male         47           High        2        Research_Scientist
1544 Female         39            Low        2 Healthcare_Representative
1545   Male         44         Medium        2    Manufacturing_Director
1546   Male         97           High        1        Research_Scientist
1547   Male         40           High        3 Healthcare_Representative
1548   Male         47           High        2           Sales_Executive
1549   Male         79           High        2     Laboratory_Technician
1550   Male         38           High        4                   Manager
1551   Male         57         Medium        1     Laboratory_Technician
1552   Male         72           High        2 Healthcare_Representative
1553   Male         66           High        3 Healthcare_Representative
1554 Female         98         Medium        1      Sales_Representative
1555 Female         67         Medium        2        Research_Scientist
1556   Male         70           High        1      Sales_Representative
1557 Female         96           High        2           Sales_Executive
1558   Male         91      Very_High        1        Research_Scientist
1560   Male         46           High        2           Sales_Executive
1562   Male         64         Medium        2           Sales_Executive
1563   Male         71           High        2           Human_Resources
1564   Male         68         Medium        1     Laboratory_Technician
1568   Male         33           High        3           Sales_Executive
1569 Female         69           High        1     Laboratory_Technician
1572 Female         78         Medium        3    Manufacturing_Director
1573   Male         81           High        2    Manufacturing_Director
1574   Male         62           High        2        Research_Scientist
1576 Female         65           High        1        Research_Scientist
1577   Male         35           High        1        Research_Scientist
1578   Male         60         Medium        5                   Manager
1580   Male         45           High        2        Research_Scientist
1581 Female         89           High        1        Research_Scientist
1582   Male         80           High        2           Sales_Executive
1583 Female         90           High        2           Sales_Executive
1585 Female         73           High        2           Sales_Executive
1586   Male         87           High        1     Laboratory_Technician
1587 Female         51           High        2 Healthcare_Representative
1588   Male         38      Very_High        3           Sales_Executive
1590   Male         87           High        2 Healthcare_Representative
1591   Male         59           High        5                   Manager
1592   Male         45      Very_High        1        Research_Scientist
1594   Male         80      Very_High        2     Laboratory_Technician
1595   Male         93         Medium        5                   Manager
1596   Male         46      Very_High        2     Laboratory_Technician
1597   Male         92         Medium        2 Healthcare_Representative
1598 Female         84           High        2           Sales_Executive
1599   Male         87      Very_High        1     Laboratory_Technician
1601   Male         63         Medium        1     Laboratory_Technician
1602   Male         56      Very_High        4                   Manager
1604   Male         51           High        1     Laboratory_Technician
1605 Female         85         Medium        1        Research_Scientist
1606   Male         41           High        4 Healthcare_Representative
1607 Female         35      Very_High        1        Research_Scientist
1608 Female         31           High        5         Research_Director
1609   Male         48         Medium        1        Research_Scientist
1611 Female         50            Low        2     Laboratory_Technician
1612   Male         52         Medium        2           Sales_Executive
1613   Male         54           High        2           Sales_Executive
1614 Female         76           High        2    Manufacturing_Director
1615   Male         42      Very_High        2    Manufacturing_Director
1617 Female         84           High        1     Laboratory_Technician
1618   Male         76           High        2    Manufacturing_Director
1619   Male         67         Medium        1     Laboratory_Technician
1621   Male         48      Very_High        2        Research_Scientist
1622 Female         39            Low        2    Manufacturing_Director
1623   Male         97           High        1        Research_Scientist
1624 Female         70           High        1      Sales_Representative
1625 Female         98           High        5                   Manager
1627   Male         76         Medium        2     Laboratory_Technician
1628 Female         80         Medium        3    Manufacturing_Director
1630 Female         52           High        2 Healthcare_Representative
1631   Male         85           High        2    Manufacturing_Director
1633 Female         81           High        2    Manufacturing_Director
1635 Female         59         Medium        2    Manufacturing_Director
1638 Female         54         Medium        3    Manufacturing_Director
1639   Male         55         Medium        3           Sales_Executive
1640 Female         71           High        1        Research_Scientist
1641 Female         84           High        3    Manufacturing_Director
1642   Male         37           High        2           Human_Resources
1644   Male         89         Medium        4                   Manager
1645   Male         59            Low        2           Sales_Executive
1646 Female         32           High        1        Research_Scientist
1647 Female         86      Very_High        1        Research_Scientist
1648   Male         87           High        1        Research_Scientist
1649   Male         73           High        1     Laboratory_Technician
1650   Male         42         Medium        2           Sales_Executive
1651 Female         42           High        3 Healthcare_Representative
1653   Male         77      Very_High        2    Manufacturing_Director
1654   Male         66           High        2    Manufacturing_Director
1655 Female         72           High        4         Research_Director
1656 Female         50         Medium        3         Research_Director
1657 Female         31           High        1      Sales_Representative
1658 Female         66           High        2        Research_Scientist
1659   Male         77           High        1     Laboratory_Technician
1661 Female         41         Medium        4 Healthcare_Representative
1662 Female         33         Medium        2    Manufacturing_Director
1664   Male         79      Very_High        2 Healthcare_Representative
1665 Female         91           High        4                   Manager
1666   Male         65         Medium        4         Research_Director
1667   Male         36           High        2           Sales_Executive
1668   Male         90           High        2        Research_Scientist
1669   Male         43         Medium        2           Sales_Executive
1670   Male         93           High        2           Sales_Executive
1671   Male         45           High        2        Research_Scientist
1673 Female         67           High        2           Sales_Executive
1674 Female         74           High        1     Laboratory_Technician
1675 Female         42         Medium        1     Laboratory_Technician
1676 Female         47      Very_High        4                   Manager
1677   Male         36           High        4                   Manager
1678   Male         80           High        3           Sales_Executive
1680   Male         54           High        1      Sales_Representative
1681 Female         36           High        2           Sales_Executive
1682   Male         80           High        2 Healthcare_Representative
1683 Female         44           High        1           Human_Resources
1684   Male         93         Medium        1     Laboratory_Technician
1687 Female         87           High        1     Laboratory_Technician
1689   Male         48      Very_High        3 Healthcare_Representative
1691 Female         95           High        1      Sales_Representative
1692   Male         95           High        1     Laboratory_Technician
1693   Male         76           High        1     Laboratory_Technician
1694   Male         94         Medium        1        Research_Scientist
1696   Male         57         Medium        2     Laboratory_Technician
1697   Male         92            Low        3 Healthcare_Representative
1698   Male         79      Very_High        1     Laboratory_Technician
1700   Male         31            Low        2           Sales_Executive
1701 Female         35         Medium        1        Research_Scientist
1702   Male         99           High        1      Sales_Representative
1703 Female         96      Very_High        3 Healthcare_Representative
1704   Male         79         Medium        1        Research_Scientist
1706   Male         73           High        2           Sales_Executive
1707   Male         62      Very_High        1        Research_Scientist
1708   Male         35           High        3           Sales_Executive
1709 Female         43           High        1     Laboratory_Technician
1710 Female         51           High        2      Sales_Representative
1712   Male         74         Medium        3 Healthcare_Representative
1714   Male         58            Low        1           Human_Resources
1716   Male         82            Low        4           Sales_Executive
1718   Male         62            Low        1     Laboratory_Technician
1719 Female         48         Medium        4         Research_Director
1720   Male         56           High        1        Research_Scientist
1721   Male         69           High        1     Laboratory_Technician
1722   Male         60            Low        2           Human_Resources
1724 Female         92           High        2    Manufacturing_Director
1725   Male         91           High        1     Laboratory_Technician
1727   Male         34           High        2 Healthcare_Representative
1728   Male         49           High        2    Manufacturing_Director
1729   Male         33           High        1        Research_Scientist
1731   Male         87           High        2           Sales_Executive
1732   Male         74           High        3           Sales_Executive
1733   Male         96         Medium        2           Sales_Executive
1734   Male         34            Low        2           Sales_Executive
1735 Female         51           High        1     Laboratory_Technician
1736 Female         30           High        2    Manufacturing_Director
1737   Male         77           High        2     Laboratory_Technician
1739   Male         80            Low        3           Sales_Executive
1740   Male         88           High        5                   Manager
1744 Female         56            Low        3           Human_Resources
1745 Female         78         Medium        1        Research_Scientist
1746   Male         59           High        1           Human_Resources
1747 Female         66         Medium        1           Human_Resources
1749   Male         51           High        2           Sales_Executive
1751 Female         67           High        1        Research_Scientist
1752 Female         52            Low        1      Sales_Representative
1753   Male         70      Very_High        2 Healthcare_Representative
1754   Male         94         Medium        3           Sales_Executive
1755   Male         97      Very_High        1        Research_Scientist
1756 Female         62           High        2           Sales_Executive
1757 Female         80           High        2           Sales_Executive
1758 Female         74           High        3           Sales_Executive
1760 Female         75         Medium        1     Laboratory_Technician
1761   Male         70           High        3           Sales_Executive
1762 Female         91         Medium        1        Research_Scientist
1763   Male         58      Very_High        2 Healthcare_Representative
1764   Male         65           High        1        Research_Scientist
1766   Male         60            Low        2 Healthcare_Representative
1767   Male         38         Medium        1        Research_Scientist
1768   Male         57           High        1     Laboratory_Technician
1770   Male         60         Medium        5         Research_Director
1771   Male         90           High        2        Research_Scientist
1772   Male         94           High        1     Laboratory_Technician
1774   Male         87           High        2           Sales_Executive
1775 Female         60         Medium        4    Manufacturing_Director
1778   Male         97           High        1           Human_Resources
1779 Female         32            Low        2           Sales_Executive
1780   Male         31           High        1      Sales_Representative
1782 Female         40         Medium        1     Laboratory_Technician
1783 Female         79           High        1     Laboratory_Technician
1784 Female         91         Medium        2           Sales_Executive
1786 Female         53           High        3                   Manager
1787   Male         46         Medium        2           Sales_Executive
1789   Male         46           High        5         Research_Director
1790   Male         90           High        3 Healthcare_Representative
1792   Male         99           High        1        Research_Scientist
1794   Male         89           High        2           Human_Resources
1797   Male         84           High        2           Sales_Executive
1798   Male         90      Very_High        1        Research_Scientist
1799   Male         82           High        1        Research_Scientist
1800   Male         65           High        3         Research_Director
1801   Male         98         Medium        2           Sales_Executive
1802 Female         99           High        1     Laboratory_Technician
1803   Male         95      Very_High        2 Healthcare_Representative
1804   Male         90           High        2    Manufacturing_Director
1805   Male        100           High        1           Human_Resources
1807   Male         93           High        2     Laboratory_Technician
1809   Male         58           High        2    Manufacturing_Director
1812   Male         83           High        2           Sales_Executive
1813   Male         52           High        1        Research_Scientist
1814   Male         85      Very_High        2 Healthcare_Representative
1815 Female         81           High        3           Sales_Executive
1816 Female         64           High        3    Manufacturing_Director
1818 Female         69           High        1           Human_Resources
1821 Female         66           High        2 Healthcare_Representative
1822 Female         52           High        2 Healthcare_Representative
1823   Male         92      Very_High        2           Sales_Executive
1824   Male         52           High        4                   Manager
1826   Male         91            Low        1     Laboratory_Technician
1827 Female         92         Medium        3    Manufacturing_Director
1829 Female         47           High        2 Healthcare_Representative
1830 Female         68           High        2        Research_Scientist
1833 Female         68           High        3           Sales_Executive
1834 Female         67           High        1        Research_Scientist
1835 Female         77            Low        2      Sales_Representative
1836   Male         46           High        2           Sales_Executive
1837   Male         87           High        4         Research_Director
1839 Female         33           High        1        Research_Scientist
1842   Male         89      Very_High        1           Human_Resources
1844   Male         56         Medium        1           Human_Resources
1845 Female         67           High        2           Sales_Executive
1847 Female         73           High        2        Research_Scientist
1849   Male         92           High        2           Sales_Executive
1850 Female         53           High        1     Laboratory_Technician
1852   Male         40           High        1     Laboratory_Technician
1853   Male         79           High        2           Sales_Executive
1854   Male         38           High        1        Research_Scientist
1856 Female         64           High        1     Laboratory_Technician
1857   Male         82           High        3    Manufacturing_Director
1858   Male         43           High        1           Human_Resources
1859   Male         93            Low        2 Healthcare_Representative
1860   Male         81           High        1     Laboratory_Technician
1862   Male         82         Medium        2           Sales_Executive
1863 Female         45      Very_High        4           Sales_Executive
1864 Female         36         Medium        2      Sales_Representative
1865   Male         87         Medium        1           Human_Resources
1866 Female         81         Medium        5                   Manager
1867   Male         91         Medium        5         Research_Director
1868   Male         73         Medium        1        Research_Scientist
1869 Female         64           High        3           Sales_Executive
1870 Female         77         Medium        1        Research_Scientist
1871   Male         41           High        2        Research_Scientist
1873   Male         98         Medium        1        Research_Scientist
1875 Female         78           High        1      Sales_Representative
1876   Male         89           High        1      Sales_Representative
1878   Male         75           High        1        Research_Scientist
1880 Female         63         Medium        2           Sales_Executive
1881   Male         89           High        2     Laboratory_Technician
1882   Male         64           High        3           Sales_Executive
1883   Male         59           High        1     Laboratory_Technician
1885   Male         78           High        2        Research_Scientist
1886 Female         44         Medium        2    Manufacturing_Director
1888 Female         93         Medium        2    Manufacturing_Director
1890   Male         94         Medium        2           Human_Resources
1892   Male         98           High        4                   Manager
1893 Female         90         Medium        1        Research_Scientist
1898 Female         89      Very_High        2           Sales_Executive
1900 Female         58           High        4                   Manager
1903   Male         78      Very_High        2 Healthcare_Representative
1905   Male         85            Low        1        Research_Scientist
1907   Male         97           High        1     Laboratory_Technician
1908   Male         33         Medium        2           Sales_Executive
1909 Female         54           High        2           Sales_Executive
1911   Male         83           High        3         Research_Director
1912 Female         86           High        2           Sales_Executive
1915 Female         75         Medium        2           Sales_Executive
1916 Female         62      Very_High        1     Laboratory_Technician
1918   Male         61      Very_High        1     Laboratory_Technician
1922   Male         44           High        2 Healthcare_Representative
1924   Male         43           High        2           Sales_Executive
1927   Male         42         Medium        2           Sales_Executive
1928   Male         45      Very_High        1      Sales_Representative
1929 Female         32            Low        2           Sales_Executive
1931   Male         41           High        1        Research_Scientist
1932   Male         86         Medium        2        Research_Scientist
1933 Female         84           High        2           Sales_Executive
1934   Male         64           High        2        Research_Scientist
1935 Female         89         Medium        2           Sales_Executive
1936   Male         87           High        2    Manufacturing_Director
1937 Female         58         Medium        2        Research_Scientist
1938 Female         72           High        4                   Manager
1939 Female         47      Very_High        1        Research_Scientist
1940   Male         71           High        1        Research_Scientist
1941   Male         42           High        5         Research_Director
1943   Male         77           High        2           Sales_Executive
1944 Female         58         Medium        1           Human_Resources
1945   Male         71           High        2           Sales_Executive
1947   Male         49           High        1        Research_Scientist
1948   Male         48           High        1        Research_Scientist
1949   Male         66      Very_High        1     Laboratory_Technician
1950   Male         32           High        3           Sales_Executive
1951   Male         39           High        3           Sales_Executive
1952   Male         95           High        1     Laboratory_Technician
1954   Male         89           High        2 Healthcare_Representative
1955 Female         34           High        2 Healthcare_Representative
1956   Male         48            Low        2        Research_Scientist
1960   Male         32         Medium        1     Laboratory_Technician
1961   Male         59         Medium        1      Sales_Representative
1962 Female         55           High        2           Sales_Executive
1965   Male         44           High        2           Sales_Executive
1966   Male         56         Medium        2    Manufacturing_Director
1967   Male         63           High        2           Sales_Executive
1968   Male         66           High        3           Sales_Executive
1969 Female         67           High        2        Research_Scientist
1970   Male         36           High        2 Healthcare_Representative
1971   Male         30           High        3 Healthcare_Representative
1972   Male         88           High        1           Human_Resources
1973   Male         71      Very_High        5                   Manager
1974 Female         59            Low        1     Laboratory_Technician
1975   Male         77           High        4           Sales_Executive
1976   Male         37         Medium        2        Research_Scientist
1979 Female         40           High        3         Research_Director
1980 Female         77           High        2    Manufacturing_Director
1981   Male         45         Medium        2 Healthcare_Representative
1982   Male         78           High        1     Laboratory_Technician
1985 Female         73           High        2     Laboratory_Technician
1986 Female         92           High        2           Sales_Executive
1987 Female         82           High        1           Human_Resources
1989   Male         76           High        1     Laboratory_Technician
1992   Male         57           High        1     Laboratory_Technician
1993   Male         84           High        3 Healthcare_Representative
1994   Male         59         Medium        1     Laboratory_Technician
1995   Male         86           High        2           Sales_Executive
1996   Male         54           High        1      Sales_Representative
1997   Male         72         Medium        2    Manufacturing_Director
1998   Male         35           High        2        Research_Scientist
1999   Male         76           High        1        Research_Scientist
2000 Female         98           High        3         Research_Director
2003   Male         43           High        1     Laboratory_Technician
2007   Male         63           High        1        Research_Scientist
2008   Male         48           High        2        Research_Scientist
2009 Female         95           High        2 Healthcare_Representative
2010 Female         49         Medium        1     Laboratory_Technician
2012   Male         83           High        1     Laboratory_Technician
2013   Male         68         Medium        1      Sales_Representative
2014   Male         52           High        2        Research_Scientist
2015 Female         99            Low        3         Research_Director
2016 Female         48           High        3           Sales_Executive
2017 Female         42      Very_High        3         Research_Director
2018 Female         85           High        2           Sales_Executive
2019   Male         40           High        1      Sales_Representative
2020   Male         42           High        1        Research_Scientist
2021   Male         58           High        1      Sales_Representative
2022   Male         87           High        5                   Manager
2023   Male         33           High        1      Sales_Representative
2024 Female         94         Medium        3           Sales_Executive
2025 Female         97           High        2    Manufacturing_Director
2026   Male         57           High        2 Healthcare_Representative
2027   Male         36           High        1        Research_Scientist
2031   Male         56           High        5                   Manager
2032   Male         72           High        1     Laboratory_Technician
2034 Female         60         Medium        4    Manufacturing_Director
2035 Female         95         Medium        2           Sales_Executive
2036   Male         88            Low        2           Sales_Executive
2037   Male         57         Medium        2           Sales_Executive
2038   Male         78           High        1        Research_Scientist
2040 Female         31           High        3           Human_Resources
2041 Female        100           High        2           Sales_Executive
2044   Male         94           High        2           Sales_Executive
2045 Female        100         Medium        2           Sales_Executive
2046 Female         50           High        2           Sales_Executive
2048   Male         52         Medium        1        Research_Scientist
2049   Male         80           High        2 Healthcare_Representative
2051 Female         98           High        1        Research_Scientist
2052 Female         62            Low        1        Research_Scientist
2053   Male         46         Medium        2     Laboratory_Technician
2054 Female         73         Medium        1        Research_Scientist
2055   Male         39         Medium        3           Sales_Executive
2056 Female         60         Medium        4           Sales_Executive
2057   Male         74           High        2    Manufacturing_Director
2060 Female         30         Medium        1      Sales_Representative
2061   Male         41      Very_High        2     Laboratory_Technician
2062   Male         42         Medium        3 Healthcare_Representative
2064   Male         87      Very_High        2    Manufacturing_Director
2065   Male         63         Medium        2           Sales_Executive
2068   Male         82      Very_High        2     Laboratory_Technician
     JobSatisfaction MaritalStatus MonthlyIncome MonthlyRate NumCompaniesWorked
1          Very_High        Single          5993       19479                  8
2             Medium       Married          5130       24907                  1
4               High        Single          2090        2396                  6
5               High       Married          2909       23159                  1
7             Medium       Married          3468       16632                  9
8          Very_High        Single          3068       11864                  0
10               Low       Married          2670        9964                  4
11              High      Divorced          2693       13335                  1
12              High        Single          9526        8787                  0
13              High       Married          5237       16577                  6
14            Medium       Married          2426       16479                  0
15              High        Single          4193       12682                  0
16              High      Divorced          2911       15170                  1
18         Very_High      Divorced          2661        8758                  0
19              High        Single          2028       12947                  5
20               Low      Divorced          9980       10195                  1
21            Medium      Divorced          3298       15053                  0
22         Very_High      Divorced          2935        7324                  1
23         Very_High       Married         15427       22021                  2
24         Very_High        Single          3944        4306                  5
26              High      Divorced          4011        8232                  0
27               Low        Single          3407        6986                  7
28            Medium        Single         11994       21293                  0
30         Very_High        Single          1232       19281                  1
31               Low        Single          2960       17102                  2
32              High      Divorced         19094       10735                  4
33               Low        Single          3919        4681                  1
35            Medium       Married          6825       21173                  0
36         Very_High       Married         10248        2094                  3
38               Low        Single         18947       22822                  3
39         Very_High        Single          2496        6670                  4
40         Very_High       Married          6465       19121                  2
41              High        Single          2206       16117                  1
42         Very_High       Married          2086        3335                  3
45         Very_High       Married          2293        3020                  2
46              High      Divorced          2645       21923                  1
47              High       Married          2683        3810                  1
49         Very_High       Married          2014        9687                  1
51               Low       Married          3419       13072                  9
52               Low       Married          5376        3193                  2
53         Very_High      Divorced          1951       10910                  1
54               Low      Divorced          2341       19715                  1
55              High        Single          2293       10558                  1
56              High        Single          8726        2975                  1
57         Very_High        Single          4011       10781                  1
58              High       Married         19545       16280                  1
60              High        Single          4568       10034                  0
61            Medium       Married          3022       10227                  4
62         Very_High        Single          5772       20445                  4
63         Very_High       Married          2269        4892                  1
64              High        Single          5381       19294                  9
65              High        Single          3441       11179                  1
68               Low      Divorced          5454        4009                  5
70               Low       Married          9884        8302                  2
72         Very_High       Married          4157       21436                  7
73         Very_High        Single         13458       15146                  1
74               Low       Married          9069       11031                  1
75               Low       Married          4014       16002                  3
76         Very_High      Divorced          5915        9528                  3
77              High      Divorced          5993        2689                  1
78         Very_High       Married          6162       10877                  1
79         Very_High        Single          2406        5456                  1
80              High      Divorced         18740       16701                  5
81               Low        Single          7637        2354                  7
83              High      Divorced         10096        8202                  1
84              High      Divorced         14756       19730                  2
85            Medium        Single          6499       22656                  1
86               Low      Divorced          9724       18787                  2
88               Low       Married          2194        5868                  4
90              High       Married          3388       21777                  0
91              High        Single          5473       24668                  7
94            Medium       Married          2703        4956                  0
95            Medium        Single          2501       18775                  1
96            Medium       Married          6220        7346                  1
97         Very_High       Married          3038       22002                  3
98         Very_High        Single          4424       20682                  1
100              Low        Single          4312       23016                  0
101              Low       Married         13245       15067                  4
102             High        Single         13664       25258                  4
103           Medium      Divorced          5021       10425                  8
104        Very_High       Married          5126       15998                  1
105             High        Single          2859       26278                  1
106        Very_High       Married         10239       18092                  3
107        Very_High      Divorced          5329       15717                  7
110           Medium       Married          4325       17736                  1
112        Very_High        Single          7260       21698                  4
113              Low      Divorced          2322        9518                  3
116        Very_High       Married          2075       18725                  3
117        Very_High       Married          4152       15830                  1
118        Very_High        Single          9619       13596                  1
119           Medium       Married         13503       14115                  1
120        Very_High        Single          5441        8423                  0
121           Medium      Divorced          5209       19760                  1
124              Low       Married         10673        3142                  2
125             High        Single          5010       24301                  1
126             High       Married         13549       24001                  9
128             High       Married          4999       17519                  0
129             High       Married          4221        8863                  1
131             High        Single         13872       24409                  0
132           Medium       Married          2042       25043                  4
133              Low      Divorced          2073       23648                  4
134              Low        Single          2956       15178                  1
137        Very_High        Single          2926       19783                  1
138             High        Single          4809       12482                  1
139        Very_High      Divorced          5163       15850                  5
140        Very_High       Married         18844       21922                  9
141           Medium       Married         18172        9755                  3
142             High        Single          5744       26959                  1
143        Very_High       Married          2889       26897                  1
144        Very_High        Single          2871       23785                  1
145              Low        Single          7484       25796                  3
147             High        Single          6074       22887                  1
148        Very_High        Single         17328       13871                  2
150             High       Married          2774       13257                  0
151           Medium      Divorced          4505       15000                  6
152        Very_High        Single          7428       14506                  2
153              Low        Single         11631        5615                  2
154        Very_High       Married          9738       22952                  0
155        Very_High      Divorced          2835        2561                  5
158        Very_High       Married         16959       19494                  1
159             High      Divorced          2613       22310                  1
160           Medium       Married          6146       15480                  0
161           Medium       Married          4963        4510                  9
162             High        Single         19537        6462                  7
163             High       Married          6172       20739                  4
164           Medium       Married          2368       23300                  1
165        Very_High       Married         10312        3465                  1
167             High        Single          1675       26820                  1
169        Very_High       Married          2523       19299                  0
170              Low       Married          6567        5549                  1
171             High        Single          4739       16090                  4
174        Very_High        Single          9208        6645                  4
175             High       Married          4559       24788                  3
176             High      Divorced          8189       21196                  3
177             High       Married          2942        8916                  1
178           Medium      Divorced          4941        2819                  6
179        Very_High        Single         10650       25150                  2
182             High       Married          5902       14590                  4
183             High       Married          8639       24835                  2
184        Very_High       Married          6347       13982                  0
190              Low        Single          4200       10224                  7
192        Very_High        Single          3452        9752                  5
193             High        Single          4317        2302                  3
194             High        Single          2632       23910                  1
195        Very_High      Divorced          4668       22812                  0
197              Low      Divorced          3204       10415                  5
198        Very_High        Single          2720       11162                  0
199              Low      Divorced         17181       12888                  4
200              Low       Married          2238        6961                  2
201           Medium        Single          1483       16102                  1
202           Medium      Divorced          5605        8504                  1
204           Medium       Married          7295       11439                  1
205             High       Married          2306       16047                  2
206           Medium      Divorced          2348       10901                  8
207        Very_High        Single          8998       15589                  1
208             High       Married          4319       26283                  1
211             High       Married          6132       13983                  2
214           Medium       Married          3346       11873                  4
215        Very_High       Married         10855        8552                  7
216             High       Married          2231       11314                  6
217        Very_High       Married          2323       11992                  1
218           Medium      Divorced          2024        5970                  6
221        Very_High       Married          2713        6672                  1
223        Very_High      Divorced          9439       23402                  3
224             High      Divorced          2566       25326                  1
226           Medium        Single         19926       17053                  3
227             High      Divorced          2451        4609                  4
228        Very_High       Married          9419        8053                  2
230        Very_High        Single          8686       12930                  4
231             High        Single          3038       12430                  3
233           Medium       Married          3058       13364                  0
235              Low        Single          2325       20989                  0
238           Medium        Single          2088       15062                  4
239              Low      Divorced          3072       11012                  1
240              Low      Divorced          5006        6319                  4
241              Low      Divorced          4257       13939                  4
242        Very_High        Single          2500       10515                  0
243        Very_High        Single          1102        9241                  1
244              Low      Divorced         10453        2137                  1
245        Very_High        Single          2288        6319                  1
246        Very_High       Married          3929        6984                  8
247           Medium        Single          2311        5711                  2
248           Medium        Single          3140       21728                  1
249             High       Married          3690        3425                  2
250              Low      Divorced          4450       26250                  1
252           Medium       Married          2756        4673                  1
253             High       Married         19033        6499                  1
254           Medium        Single         18722       13339                  8
256             High       Married          9547       14074                  1
258           Medium        Single         13734        7192                  3
259             High       Married         19999        5678                  0
260           Medium        Single          2279       11781                  1
261             High       Married          5916       15497                  3
262        Very_High      Divorced          2089        5228                  4
264        Very_High       Married         16792       20462                  9
267              Low       Married          3564       22977                  1
269           Medium        Single          4425       15986                  5
270             High      Divorced          5265       16439                  2
271             High       Married          6553        7259                  9
273        Very_High       Married          6261        4185                  3
274              Low       Married          4298        9679                  5
275        Very_High      Divorced          6804       23793                  1
277             High      Divorced          3815        5972                  1
281        Very_High       Married          2741       16523                  8
282              Low       Married          6673       11354                  7
283        Very_High       Married          7639       24525                  1
284           Medium      Divorced          2328       12392                  1
286        Very_High        Single          2153        7703                  1
287        Very_High       Married          4876       14242                  9
288              Low      Divorced          9396       12368                  7
291        Very_High       Married         10400       25812                  1
292             High        Single          8474       20925                  1
293             High        Single          9981       12916                  1
296           Medium       Married         12490       15736                  5
297              Low        Single          2657        8556                  5
298        Very_High        Single         13591       14674                  3
299              Low        Single          6696       22967                  5
300             High        Single          2058       19757                  0
302        Very_High        Single          8865       16840                  6
303              Low       Married          5940       17011                  2
304           Medium        Single          5914        9945                  8
305           Medium       Married          2622       13248                  6
306        Very_High      Divorced         12185       10056                  1
307             High      Divorced         10609        9647                  0
308             High       Married          4345        4381                  0
309        Very_High       Married          2177        8456                  3
311        Very_High      Divorced          2793        2539                  4
312        Very_High       Married          7918        6599                  1
314             High        Single          8789        9096                  1
315        Very_High        Single          2389       14961                  1
316        Very_High        Single          3212        3300                  7
319        Very_High       Married         19232        4933                  1
321             High       Married          2267       25657                  8
323        Very_High      Divorced         19517       24118                  3
325        Very_High       Married          2436       22149                  5
327        Very_High       Married         16064        7744                  5
328              Low       Married          2707       21509                  7
329             High        Single         19068       21030                  1
330           Medium       Married          3931       20990                  2
331             High        Single          3730        9571                  0
332             High      Divorced          2232       15417                  7
333        Very_High       Married          4465       12069                  0
334              Low      Divorced          3072       19877                  2
335        Very_High      Divorced          3319       24447                  1
336        Very_High       Married         19202       15970                  0
337             High      Divorced         13675       13523                  9
338        Very_High       Married          2911       14776                  1
339              Low       Married          5957       23687                  6
340              Low       Married          3920       18697                  2
341             High       Married          6434        5118                  4
342             High      Divorced         10048       22573                  6
343             High        Single         10938        6420                  0
346        Very_High        Single          2340       22673                  1
347              Low        Single          6545       23016                  3
349        Very_High      Divorced          6931       10732                  2
350             High       Married          4898        7505                  0
351              Low      Divorced          2593        8007                  0
352             High      Divorced         19436        5949                  0
353        Very_High       Married          2723       23231                  1
355           Medium        Single          3479       11652                  0
359           Medium       Married          2794       26062                  1
361        Very_High       Married          5249       19682                  3
362              Low        Single          2176       19737                  4
363           Medium       Married         16872       14977                  3
364             High        Single          3485       14935                  2
366           Medium       Married          6644        3687                  2
367        Very_High       Married          5582       14408                  0
369              Low      Divorced          4000       18384                  1
372        Very_High       Married         13496        7501                  0
373        Very_High       Married          3210       20251                  0
374              Low        Single         19045       18938                  0
376           Medium       Married         11849       10268                  1
377        Very_High       Married          2070        2613                  1
378        Very_High       Married          6502       22825                  4
379             High        Single          3230       10531                  1
380        Very_High      Divorced         13603       11677                  2
381           Medium      Divorced         11996       19100                  7
382              Low      Divorced          5605       19191                  1
384           Medium      Divorced          6397       26767                  1
385           Medium      Divorced         19144       15815                  3
386             High       Married         17584       21016                  3
387             High       Married          4907       24532                  1
388        Very_High        Single          4554       20260                  1
389        Very_High       Married          5415       15972                  3
390              Low       Married          4741       22722                  1
391        Very_High        Single          2115       15881                  1
392             High      Divorced          3161       19920                  3
393        Very_High      Divorced          5745       18899                  9
394           Medium      Divorced          2373       14180                  2
395        Very_High        Single          3310        4488                  1
396              Low        Single         18665       25594                  9
397           Medium        Single          4485       26285                  4
399           Medium      Divorced          2789        3909                  1
401        Very_High        Single          5828        8450                  1
403        Very_High       Married          2326       11411                  1
404           Medium       Married         13525       14864                  5
405             High        Single          1420       25233                  1
406           Medium       Married          8020        5100                  0
407        Very_High       Married          3688        7122                  4
408           Medium      Divorced          5482       16321                  5
410           Medium        Single         16015       15896                  1
411             High        Single          1200        9724                  1
412              Low        Single          5661        4824                  0
416        Very_High       Married          6929       12241                  4
417        Very_High      Divorced          9613       10942                  0
419           Medium       Married          5674        6927                  7
420             High       Married          5484       16985                  1
421           Medium       Married         12061       26707                  3
422             High      Divorced          5660       17056                  2
423        Very_High       Married          4821       10077                  0
424              Low       Married          6410       17822                  3
425              Low      Divorced          5210       20308                  1
426        Very_High      Divorced          2695        7747                  0
428           Medium       Married         11878       23364                  6
429              Low       Married         17068        5355                  1
430        Very_High        Single          2455       10675                  0
431             High        Single         13964       17810                  7
433           Medium       Married          4941       17747                  2
434           Medium        Single          2478       20938                  1
436           Medium       Married          5228       24624                  1
437             High        Single          4478        5242                  1
438        Very_High      Divorced          7547        7143                  4
439        Very_High        Single          5055       10557                  7
440        Very_High       Married          3464       24737                  5
441        Very_High       Married          5775       11934                  1
442             High       Married          8943       14034                  1
444        Very_High       Married         19272       21141                  1
445             High       Married          5238       17778                  4
446        Very_High        Single          4682        4317                  3
447             High       Married         18300       16375                  4
448             High      Divorced          5257        6227                  1
449           Medium       Married          6349       22107                  0
450             High        Single          4869       16885                  3
451              Low       Married          9985        9262                  8
452        Very_High       Married          3697        9278                  9
453        Very_High       Married          7457       13273                  2
454              Low       Married          2119        4759                  1
455        Very_High        Single          3983        7621                  0
456             High      Divorced          6118        5431                  1
458           Medium       Married          6214        3415                  1
460        Very_High      Divorced          6347       23177                  7
461        Very_High      Divorced         11510       15682                  0
462        Very_High        Single          7143       25713                  1
463           Medium      Divorced          8268       11866                  1
464           Medium        Single          8095       18264                  0
465        Very_High      Divorced          2904       16092                  1
466           Medium        Single          6032       10110                  6
467             High        Single          2976       25751                  3
468        Very_High        Single         15992       15901                  2
469             High       Married          4649       16928                  1
470             High      Divorced          2696       24017                  0
471           Medium       Married          2370        3956                  1
473             High       Married         12504       23978                  3
474              Low      Divorced          5974       17001                  4
475             High       Married          4736        6069                  7
476             High       Married          5296       20156                  1
477        Very_High        Single          6781       17078                  3
478           Medium        Single          2174        9150                  1
479        Very_High        Single          6653       15276                  4
481        Very_High       Married          9699        7246                  4
482             High       Married          6755        2967                  2
483             High       Married          2213       22495                  3
484        Very_High        Single          2610        2851                  1
485             High        Single          2851        9150                  1
486              Low       Married          3452       17663                  6
487             High       Married          5258       16044                  2
488           Medium        Single          9355        9558                  1
491        Very_High        Single         10496        2755                  6
492             High       Married          6380        6110                  2
493           Medium        Single          2657        7551                  0
494           Medium        Single          2716       25422                  1
495        Very_High        Single          2201       18168                  9
496           Medium        Single          6540       19394                  9
497           Medium      Divorced          3816       17881                  1
498        Very_High        Single          5253       20750                  1
499             High        Single         10965       12066                  8
500        Very_High       Married          4936       14862                  4
501             High       Married          2543       11868                  4
502        Very_High        Single          5304        4652                  8
505        Very_High        Single         16659       23258                  2
507             High      Divorced          4260        5915                  1
508           Medium       Married          2476       17434                  1
510              Low        Single          3102        6582                  0
511           Medium       Married          2244       24440                  1
513             High       Married          7596        3809                  1
514        Very_High        Single          2285        3427                  9
515              Low      Divorced          3034       26914                  1
516           Medium      Divorced          5715       22553                  7
517              Low      Divorced          2576       20490                  3
518           Medium        Single          4197       21123                  2
520           Medium      Divorced         14336        4345                  1
521             High       Married          3448       13436                  6
522              Low       Married         19406        8509                  4
523             High       Married          6538       12740                  9
524              Low       Married          4306        4156                  1
525        Very_High       Married          2258       15238                  7
526             High      Divorced          4522        2227                  4
527        Very_High        Single          4487       12090                  1
529             High       Married          4449       23866                  3
530              Low       Married          2218       16193                  1
531             High      Divorced         19197        8213                  1
532              Low       Married         13212       18256                  9
533             High        Single          6577       19558                  0
534              Low       Married          8392       19566                  1
536              Low      Divorced          4558       13535                  1
538              Low       Married          4031        9396                  5
543             High       Married          7969       19609                  2
544        Very_High       Married          2654        9655                  3
546        Very_High       Married         16555       10310                  2
547             High      Divorced          4556       12932                  2
548        Very_High        Single          6091       24793                  2
549              Low       Married         19566        3854                  5
550             High      Divorced          4810       26314                  2
551        Very_High       Married          4523        4386                  0
554           Medium        Single          3202       21972                  1
555             High      Divorced          2351       12253                  0
556        Very_High       Married          1702       12106                  1
558             High       Married         18041       13022                  0
560        Very_High      Divorced          2886        3032                  1
562        Very_High       Married          2097       16734                  4
564             High       Married         11935       21526                  1
565           Medium       Married          2546       18300                  5
566        Very_High        Single          2564       18437                  1
567              Low       Married          8412        2890                  0
568        Very_High      Divorced         14118       22102                  3
569             High       Married         17046        9314                  0
571        Very_High        Single          2564        7181                  0
573              Low       Married         10266        2845                  4
574        Very_High      Divorced          5070        7389                  5
575             High       Married         17861        2288                  6
577             High        Single          4230       19225                  0
578             High        Single          3780       23428                  7
579             High      Divorced          2768        8416                  3
580        Very_High       Married          9071       11563                  2
581           Medium      Divorced         10648       14394                  1
582             High       Married         13610       24619                  7
584        Very_High      Divorced          3408        6705                  7
585           Medium        Single          2983       18398                  0
586             High       Married          7632       14295                  4
587             High       Married          9824       22908                  3
590              Low      Divorced          9950       11533                  9
591             High       Married          2093        9260                  4
592        Very_High        Single          9980       15318                  1
593             High        Single          3894        9129                  5
595        Very_High       Married          4051       19658                  2
597           Medium        Single         16835        9873                  3
599        Very_High        Single          6230       13430                  7
600             High       Married          4717       18659                  9
601             High        Single         13237       20364                  7
602             High       Married          3755       17872                  1
604        Very_High        Single          6582        8346                  4
605              Low       Married          7406        6950                  1
606           Medium       Married          4805       16177                  0
608             High      Divorced          2741       22808                  0
611        Very_High      Divorced          4262       22645                  4
612             High      Divorced         16184       22578                  4
613        Very_High      Divorced         11557       25291                  9
614           Medium        Single          1878        8059                  1
615              Low      Divorced         10932       11373                  3
616             High        Single          6811        2112                  2
618             High      Divorced          4306        4267                  5
620             High        Single          4859        6698                  1
621        Very_High        Single          5337       19921                  1
622        Very_High        Single          2340       23213                  1
623        Very_High        Single          7491       23848                  4
624             High       Married         10527        8984                  5
625              Low       Married         16595        5626                  7
626           Medium      Divorced          8834       24666                  1
630              Low      Divorced          5577       22087                  3
631             High       Married          4707       23914                  8
632        Very_High       Married          2400        5530                  0
634             High       Married          9824       22174                  3
635           Medium       Married          6447       15701                  6
638             High      Divorced         19502        2125                  1
639        Very_High       Married          2725       21630                  1
641           Medium       Married          6272        7428                  1
643           Medium       Married          2127        9100                  1
644           Medium       Married         18200        7999                  1
645             High       Married          2096       26376                  1
647             High       Married          2886       14168                  1
648              Low       Married          2033       14470                  1
649        Very_High       Married          3622       22794                  1
650              Low      Divorced          4233       11512                  2
652        Very_High        Single          3681       14004                  4
653        Very_High      Divorced          5460        6219                  4
655             High      Divorced          2187        5013                  0
656             High       Married          9602        3010                  4
657           Medium        Single          2836       11757                  1
659        Very_High       Married          4089        5718                  1
661        Very_High      Divorced         16627        2671                  4
662              Low        Single          2619       14561                  3
663             High      Divorced          5679       19627                  3
664              Low       Married         15402       17997                  7
665             High        Single          5985       26894                  4
666             High      Divorced          2579        2912                  1
667              Low      Divorced          3041       16346                  0
669             High        Single          3447       24444                  1
671        Very_High       Married         19513        9358                  4
675             High       Married          2773       12145                  0
677             High      Divorced          7104       20431                  0
679        Very_High       Married          6322       18089                  1
680             High      Divorced          2083       22653                  1
682              Low        Single          8381        7507                  7
683        Very_High       Married          2691        7660                  1
684              Low       Married          4286        5630                  2
686        Very_High       Married          2659       17759                  1
689             High       Married          9434        9606                  1
690             High       Married          5561        3487                  1
691        Very_High        Single          6646       19368                  1
692        Very_High      Divorced          7725        5335                  3
698           Medium       Married         10725        6729                  2
699           Medium      Divorced          8847       13934                  2
700        Very_High        Single          2045       15174                  0
701             High        Single          1009       26999                  1
702              Low        Single          3348        3164                  1
704             High       Married          1281       16900                  1
705              Low       Married          2819        8544                  2
707           Medium       Married          4851       15678                  0
709        Very_High        Single          4028        7791                  0
710        Very_High      Divorced          2720       18959                  1
712           Medium       Married          8120       18597                  3
714        Very_High      Divorced          4647       16673                  1
715        Very_High        Single          4680       15232                  3
716             High       Married          3221        3297                  1
717           Medium        Single          8621       17654                  1
720             High        Single          4577       24785                  9
721             High        Single          4553       20978                  1
722        Very_High        Single          5396       21703                  1
723             High       Married          6796       23452                  3
724        Very_High        Single          7625       19383                  0
725              Low       Married          7412        6009                  1
727        Very_High        Single         11159       19373                  3
728              Low        Single          4960       11825                  2
729              Low       Married         10475       23772                  5
730             High       Married         14814       13514                  3
731        Very_High      Divorced         19141        8861                  3
732              Low        Single          5405       11924                  8
733              Low      Divorced          8793        4809                  1
734             High       Married         19189       19562                  1
738           Medium       Married          3875        9983                  7
741           Medium        Single          2216        3872                  7
742              Low       Married         11713       20335                  9
743             High        Single          7861       15397                  4
744             High        Single          3708        2104                  2
746             High      Divorced         13770       10225                  9
747        Very_High      Divorced          5304       25275                  7
749             High        Single          2642        2755                  1
752             High      Divorced          2759       20366                  6
754        Very_High       Married          6804       23683                  3
757             High        Single          6142        7360                  3
758              Low       Married          2500        4344                  1
760           Medium       Married          6389       18767                  9
762        Very_High       Married         11103       20420                  7
763        Very_High        Single          2342       22929                  0
764              Low        Single          6811       23398                  8
766           Medium      Divorced          2297       17967                  1
769        Very_High        Single          2450       10919                  2
771              Low      Divorced          5093        4761                  2
772        Very_High       Married          5309       21146                  1
773             High       Married          3057       20471                  6
775              Low      Divorced          5121        4187                  3
776              Low       Married         16856       10084                  1
780        Very_High        Single          2686        5207                  1
781        Very_High        Single          6180       22807                  1
783             High        Single          6632       12388                  0
784             High        Single          3505       19630                  1
785             High        Single          6397       10339                  4
786        Very_High        Single          6274       18686                  1
787              Low       Married         19859       21199                  5
789              Low        Single          7587       14229                  1
791        Very_High       Married          4258       26589                  0
792        Very_High      Divorced          4364        5288                  3
793             High       Married          4335       25549                  4
796              Low        Single          5326        3064                  6
797        Very_High        Single          3280       13551                  2
799              Low      Divorced          5485       22670                  9
800        Very_High       Married          4342       24008                  0
802              Low      Divorced          2782       19905                  0
803              Low        Single          5980       26085                  6
804              Low        Single          4381        7530                  1
805        Very_High       Married          2572       20317                  1
806             High       Married          3833       24375                  3
807           Medium       Married          4244        9931                  1
808              Low       Married          6500       13305                  5
809        Very_High      Divorced         18430       16225                  1
811              Low       Married          1601        3445                  1
812           Medium      Divorced          2694       26551                  1
813             High       Married          3149       21821                  8
815             High       Married         17639        6881                  5
816              Low       Married          2319        6689                  1
817             High       Married         11691       25995                  0
819              Low        Single          5324       26507                  5
820        Very_High       Married         16752       12982                  1
823           Medium       Married          5228       23361                  0
824             High       Married          2700       23779                  1
825           Medium        Single         19246       25761                  7
826             High        Single          2506       13301                  3
827        Very_High       Married          6062        4051                  9
828             High        Single          4382       16374                  6
829           Medium       Married          2143       25527                  4
830             High       Married          6162       19124                  1
832             High        Single          5094       11983                  6
833        Very_High        Single          6877       20234                  5
834             High        Single          2274        6153                  1
836           Medium       Married          4434       11806                  1
837              Low      Divorced          6288        4284                  2
838        Very_High        Single          2553        8306                  1
840        Very_High       Married          7654        5860                  1
842        Very_High        Single          5160       21519                  4
843              Low       Married         17159        5200                  6
844        Very_High      Divorced         12808        8842                  1
845             High        Single         10221       18869                  3
846           Medium       Married          4779        3698                  1
847        Very_High       Married          3737        2243                  0
848             High       Married          2366       20898                  1
850        Very_High       Married          1706       16571                  1
851             High       Married         16307        5594                  2
852           Medium        Single          5933        5197                  9
854              Low        Single          3424       21632                  7
855              Low      Divorced          4037       21816                  1
856              Low        Single          2559       17852                  1
857        Very_High       Married          6201        2823                  1
859        Very_High      Divorced          4403        9250                  2
861        Very_High      Divorced          3761        2373                  9
862        Very_High       Married         10934       20715                  7
864              Low      Divorced         10761       19239                  4
865             High       Married          5175       22162                  5
867        Very_High       Married         13826       19028                  3
868             High      Divorced          6334       24558                  4
869        Very_High      Divorced          4936       23965                  1
872        Very_High       Married          4775       19146                  6
874        Very_High       Married          2818        5044                  2
875        Very_High        Single          2515        9068                  5
878              Low       Married          2342        8635                  0
879              Low       Married          4194       14363                  1
880             High       Married         10685       23457                  1
881           Medium      Divorced          2022       16612                  1
882        Very_High      Divorced          2314        9148                  0
885              Low       Married          4256       18154                  1
887              Low       Married          3580       10554                  2
888        Very_High       Married          3162       10778                  0
889           Medium       Married          6524        8891                  1
893           Medium       Married          2899       12102                  0
894        Very_High       Married          5231       23726                  2
895        Very_High       Married          2356       14871                  3
896             High      Divorced          2800       23522                  6
897        Very_High       Married         11836       22789                  5
899           Medium       Married         10903        9129                  3
900        Very_High       Married          2973       21222                  5
901        Very_High        Single         14275       20206                  6
902        Very_High       Married          5562       21782                  4
903        Very_High       Married          4537       17783                  0
904           Medium        Single          7642        4814                  1
905              Low      Divorced         17924        4544                  1
909        Very_High       Married          5204        7790                  8
910           Medium      Divorced          2277       22650                  3
911        Very_High        Single          2795       18016                  1
912        Very_High      Divorced          2532        6054                  6
913              Low       Married          2559        7508                  1
916        Very_High        Single          4908       24252                  1
918        Very_High      Divorced          2380       13384                  9
920           Medium      Divorced          4765       23814                  4
922             High        Single          2044       22052                  1
923        Very_High        Single          2693        8870                  1
924        Very_High       Married          6586        4821                  0
925        Very_High        Single          3294       13137                  1
926             High       Married          4171       10022                  0
927        Very_High      Divorced          2778       17725                  4
930             High      Divorced          2377        9834                  5
932              Low       Married          2404        4303                  7
933             High        Single          2318       17808                  1
934           Medium      Divorced          2008        6896                  1
936             High        Single          6244        7824                  7
939              Low        Single          2799        3339                  3
940           Medium      Divorced         10552        9255                  2
941             High       Married          2329       11737                  3
942        Very_High       Married          4014       19170                  1
944           Medium       Married          7403       22477                  4
945             High       Married          2259        5543                  4
947             High       Married          6932       24406                  1
949        Very_High        Single          4678       23293                  2
950              Low       Married         13582       16292                  1
951           Medium       Married          2332        3974                  6
952           Medium       Married          2413       18798                  1
954           Medium      Divorced          9705       20652                  2
956              Low        Single          4294       11148                  1
957              Low        Single          4721        3119                  2
958             High        Single          2519       12287                  4
959           Medium        Single          2121        9947                  1
960              Low        Single          2973       13008                  1
961        Very_High       Married          5855       17369                  0
964           Medium      Divorced          3617       25063                  8
966              Low       Married          6725       13554                  1
967        Very_High       Married         10325        5518                  1
969        Very_High        Single          6949       12291                  0
970             High       Married         10609       14922                  5
972           Medium       Married          4447       23163                  1
974        Very_High       Married          2157       18203                  1
975             High       Married          4601        6179                  1
976        Very_High       Married         17099       13829                  2
977             High        Single          2479       26227                  4
981             High      Divorced         14852       13938                  6
982             High      Divorced          7264        9977                  5
983        Very_High        Single          5666       19899                  1
984        Very_High      Divorced          7823        6812                  6
985             High        Single          7880        2560                  0
986           Medium        Single         13194       17071                  4
987             High      Divorced          5067        6759                  1
990        Very_High      Divorced          5079       25952                  4
991              Low        Single          2321       10322                  0
992             High        Single         17444       20489                  1
994              Low        Single          2404       11479                  6
995        Very_High        Single          3452       17241                  3
996        Very_High      Divorced          2270       11005                  3
997        Very_High      Divorced         17399        6615                  9
998           Medium       Married          5488       20161                  1
999             High      Divorced         19419        3735                  2
1001          Medium       Married          2811       12086                  9
1002             Low       Married          3633       14039                  1
1003       Very_High        Single          4163        8571                  1
1004            High       Married          2132       11539                  4
1005            High       Married         13973        4161                  3
1006            High       Married          2684       12127                  0
1007            High      Divorced         10845       24208                  6
1009            High      Divorced          4377       24117                  1
1010          Medium      Divorced          3743       10074                  1
1011             Low       Married          4148       11275                  1
1012       Very_High        Single          1051       13493                  1
1013            High       Married         10739       13943                  8
1014            High      Divorced         10388        6975                  1
1015             Low       Married         11416       17802                  0
1016             Low        Single          2600       18275                  1
1017          Medium        Single          2422       25725                  0
1018       Very_High       Married          5472        3334                  1
1019             Low       Married          2451        6881                  1
1022            High        Single          4240       13119                  2
1024            High        Single         10999       22245                  7
1025            High        Single          5003       23371                  6
1026       Very_High       Married         12742        7060                  1
1027       Very_High       Married          4227        4658                  0
1028       Very_High      Divorced          3917        9541                  1
1029            High       Married         18303        7770                  6
1030       Very_High       Married          2380       20165                  4
1032       Very_High        Single         13726       21829                  3
1033          Medium       Married          4777       14382                  5
1034          Medium       Married          6385       12992                  3
1035            High      Divorced         19973       20284                  1
1036       Very_High        Single          6861        4981                  8
1037             Low        Single          4969       21813                  8
1038       Very_High       Married         19845       25846                  1
1039       Very_High       Married         13320       11737                  3
1040            High       Married          6347       24920                  0
1042             Low        Single          2743        8269                  1
1043             Low        Single         10880        5083                  1
1044       Very_High        Single          2342       21437                  0
1045       Very_High       Married         17650        5404                  3
1046            High        Single          4025       11135                  9
1047       Very_High      Divorced          9725       12278                  0
1048       Very_High       Married         11904       11038                  3
1049          Medium        Single          2177        8318                  1
1050          Medium       Married          7525       23537                  2
1052            High      Divorced          4834        7858                  7
1053             Low       Married          2042       15346                  6
1055            High       Married          2220       18410                  1
1056          Medium       Married          1052       23384                  1
1060            High       Married          2821        2997                  3
1061            High       Married         19237       12853                  2
1062          Medium        Single          4107       13848                  3
1066             Low       Married          8396       22217                  1
1068            High      Divorced          2007       25265                  1
1069       Very_High      Divorced         19627       21445                  9
1070            High       Married         10686        8392                  6
1071            High       Married          2942       12154                  2
1073       Very_High        Single          8858       15669                  0
1074             Low        Single         16756       17323                  7
1076       Very_High      Divorced         10798        5268                  5
1077       Very_High        Single          2323       17205                  1
1079             Low        Single          1416       17258                  1
1080             Low      Divorced          4615       21029                  8
1081            High       Married          2461       10332                  9
1082             Low        Single          8722       12355                  1
1083             Low       Married          3955       11141                  1
1084             Low       Married          9957        9096                  0
1085            High       Married          3376       18863                  1
1088            High       Married          8823       24608                  0
1092       Very_High       Married         10322       26542                  4
1094            High       Married          4621        5869                  1
1096          Medium       Married         10976       15813                  3
1097            High        Single          3660        7909                  3
1098             Low       Married         10482        2326                  9
1099       Very_High      Divorced          7119       21214                  4
1100             Low        Single          9582       10333                  0
1101            High        Single          4508        3129                  1
1102            High      Divorced          2207       22482                  1
1103       Very_High        Single          7756       22266                  0
1105       Very_High      Divorced          6694       24223                  2
1106       Very_High       Married          3691        4605                  1
1107            High      Divorced          2377       19373                  1
1108          Medium        Single          2313        2993                  4
1109             Low       Married         17665       14399                  0
1111          Medium      Divorced          2596        7160                  1
1113            High        Single          4728       17251                  3
1114          Medium       Married          4302       13401                  0
1115       Very_High       Married          2979       22478                  3
1116       Very_High        Single         16885       16154                  2
1117            High       Married          5593       17970                  1
1118          Medium        Single         10445       15322                  7
1119            High      Divorced          8740        5569                  0
1120       Very_High      Divorced          2514       26968                  4
1121          Medium      Divorced          7655        8039                  0
1124            High       Married         17465       15596                  3
1125          Medium        Single          7351       20619                  7
1126             Low       Married         10820       11535                  8
1127       Very_High      Divorced         12169       13547                  7
1128            High        Single         19626       17544                  1
1131          Medium        Single          2070       25326                  1
1132          Medium        Single          6782        8770                  9
1133       Very_High        Single          7779       23238                  2
1135       Very_High       Married          2791       21981                  0
1136          Medium       Married          3201       19911                  0
1137       Very_High      Divorced          4968       18500                  1
1138          Medium       Married         13120       11879                  6
1140            High        Single          4033       15834                  2
1143          Medium      Divorced          3291       17940                  0
1148       Very_High        Single          4272        9558                  4
1150       Very_High       Married          5056       17689                  1
1152            High       Married          2844        6004                  1
1154            High      Divorced          2703       22088                  1
1156            High        Single          1904       13556                  1
1157             Low        Single          8224       18385                  0
1158       Very_High       Married          4766        9051                  3
1160            High       Married          2610        6233                  1
1161       Very_High      Divorced          5731       17171                  7
1162            High       Married          2539        7950                  1
1163            High       Married          5714        5829                  1
1164            High        Single          4323        7108                  1
1165             Low       Married          7336       11162                  1
1166            High        Single         13499       13782                  9
1167             Low        Single         13758        2447                  0
1171             Low        Single          5155        2253                  7
1172            High       Married          2258       16340                  6
1173          Medium        Single          3597        6409                  8
1175       Very_High       Married          2515       22955                  1
1177       Very_High       Married          4420       13421                  1
1179            High       Married          6578        2706                  1
1180       Very_High       Married          4422       21203                  3
1182          Medium      Divorced         10274       19588                  2
1184             Low        Single          5343       25755                  0
1185       Very_High       Married          2376       26537                  1
1188            High        Single          5346        9489                  8
1190             Low      Divorced          2827       14947                  1
1191             Low      Divorced         19943       18575                  4
1192       Very_High       Married          3131       26342                  1
1193             Low        Single          2552        7172                  1
1195            High       Married          4477       20100                  4
1196       Very_High       Married          6474        9961                  1
1198            High        Single          3033       12828                  1
1200            High        Single          2936       10826                  1
1201            High      Divorced         18606       18640                  3
1202       Very_High       Married          2168       26933                  0
1203       Very_High       Married          2853        4223                  0
1204             Low       Married         17048       24097                  8
1206            High        Single          2290        4279                  2
1207            High       Married          3600        8429                  1
1210             Low      Divorced          2107       20293                  6
1211             Low      Divorced          4115       13192                  8
1212          Medium       Married          4327       25440                  5
1215             Low       Married         17856        9490                  2
1216             Low       Married          3196       12449                  1
1217          Medium       Married         19081       10849                  5
1218             Low       Married          8966       21026                  3
1219          Medium       Married          2210        3372                  1
1220            High       Married          4539        4905                  1
1221            High      Divorced          2741        6865                  1
1224            High      Divorced          3491       11309                  1
1225       Very_High        Single          4541        7744                  1
1226       Very_High        Single          2678        5050                  1
1228       Very_High      Divorced          7379       17433                  2
1231             Low       Married          6272       12858                  7
1233       Very_High      Divorced          5220       10893                  0
1234          Medium       Married          2743        7331                  1
1235            High        Single          4998        2338                  4
1237             Low      Divorced         10252        4235                  2
1238       Very_High       Married          2781        6311                  0
1239          Medium      Divorced          6852       11591                  7
1240       Very_High        Single          4950       20623                  0
1241          Medium       Married          3579        9369                  0
1242             Low       Married         13191       23281                  3
1243       Very_High       Married         10377       13755                  4
1244             Low       Married          2235       14377                  1
1245            High      Divorced         10502        9659                  7
1246       Very_High       Married          2011       19982                  1
1248          Medium        Single          1859        6148                  1
1249       Very_High      Divorced          3760        5598                  1
1250       Very_High       Married         17779       23474                  3
1251             Low       Married          6833       17089                  1
1252             Low        Single          6812       17198                  1
1254       Very_High        Single          5171       16490                  5
1255       Very_High       Married         19740       18625                  3
1256            High       Married         18711       12124                  2
1257          Medium       Married          3692        9256                  1
1258          Medium        Single          2559       16620                  5
1259            High      Divorced          2517        3208                  1
1260       Very_High      Divorced          6623        4204                  1
1263       Very_High        Single         18265        8733                  6
1264       Very_High      Divorced         16124        3423                  3
1265            High       Married          2585       21643                  0
1267          Medium       Married         18213        8751                  7
1268            High      Divorced          8380       21708                  0
1269       Very_High        Single          2994       21221                  1
1270            High       Married          1223       16901                  1
1273       Very_High        Single          1118        8040                  1
1275       Very_High        Single          2875        9973                  1
1277          Medium        Single         18824        2493                  2
1278          Medium      Divorced         13577       25592                  1
1279            High        Single          2625       25308                  1
1280          Medium       Married         18789        9946                  2
1281             Low        Single          4538        6039                  0
1282          Medium      Divorced         19847       19196                  4
1283       Very_High        Single         10512       20002                  6
1285          Medium      Divorced          4444       22534                  4
1286            High        Single          2154        6842                  0
1288             Low      Divorced         19190       17477                  1
1289          Medium       Married          4490       21833                  4
1291            High       Married          3506        6020                  0
1292          Medium       Married          2372        5628                  6
1293       Very_High        Single         10231       20364                  3
1294          Medium        Single          5410        2323                  9
1295       Very_High       Married          7978       14075                  1
1296       Very_High       Married          3867       14222                  1
1297            High        Single          2838        4257                  0
1298            High        Single          4695       12858                  7
1299            High      Divorced          3339       17285                  3
1301             Low        Single          2080        4732                  2
1303          Medium        Single          2096       18830                  1
1304       Very_High       Married          6209       11693                  1
1306          Medium        Single         18061       13035                  3
1307          Medium      Divorced         17123       17334                  6
1308            High      Divorced          2372       26076                  1
1309            High       Married          4883       22845                  1
1310             Low        Single          3904       22154                  0
1311       Very_High       Married          4627       23631                  0
1312            High       Married          7094        5747                  3
1314             Low        Single          3423       22957                  6
1315       Very_High       Married          6674       16392                  0
1317             Low       Married         16880       22422                  4
1318          Medium        Single          9094       17235                  2
1319          Medium        Single          8446       21534                  9
1321             Low       Married         11916       25927                  1
1322            High        Single          4534       13352                  0
1324            High      Divorced          9852        8935                  1
1329          Medium        Single          6151       22074                  1
1331          Medium        Single          2302        8319                  1
1333             Low       Married          2362       14669                  4
1334            High       Married         17861       26582                  0
1336            High       Married         19187        6992                  4
1338          Medium        Single         19717        4022                  6
1340            High      Divorced          3544        8532                  9
1344       Very_High      Divorced          8500        5494                  0
1346       Very_High        Single          4661       22455                  1
1349             Low      Divorced          4103        4297                  0
1350            High        Single          4249        2690                  1
1352          Medium      Divorced         14026       17588                  1
1355             Low      Divorced          6893       19461                  3
1356             Low        Single          6125       23553                  1
1358       Very_High       Married          3669        9075                  3
1360             Low       Married         10008       12023                  7
1361          Medium       Married          2387        6762                  3
1362             Low       Married          4639        2261                  2
1363       Very_High        Single          7898       18706                  1
1364       Very_High       Married          2534        6527                  8
1367          Medium        Single         13142       24439                  3
1368       Very_High        Single          1611       19305                  1
1369       Very_High       Married          5363       10846                  0
1371       Very_High        Single          5071       20392                  3
1372            High        Single         13695        9277                  6
1373          Medium       Married         13402       18235                  4
1374            High      Divorced          2029       15891                  1
1375            High      Divorced          6377       13888                  5
1377            High       Married          5429       17491                  4
1379       Very_High        Single          2785       11882                  7
1380            High       Married          4614       23288                  0
1382            High      Divorced          2610       15748                  1
1383       Very_High        Single          6687        6163                  1
1387             Low       Married          4724       24232                  1
1389            High       Married          6179       21057                  1
1390       Very_High       Married          6120        3567                  3
1391          Medium       Married         10596       15395                  2
1392       Very_High      Divorced          5467       13953                  3
1394            High       Married          2996        5182                  7
1395       Very_High       Married          9998       19293                  6
1396          Medium       Married          4078       20497                  0
1397            High       Married         10920        3449                  3
1399            High       Married          6232       12477                  2
1401            High       Married         13247        9731                  2
1402            High        Single          4081       20003                  1
1403       Very_High       Married          5769        7100                  1
1405            High        Single          2394       25681                  1
1407       Very_High        Single          3904        4050                  0
1408             Low       Married         16799       16616                  0
1409             Low       Married          2950       17363                  9
1411            High        Single          3629       19106                  4
1412       Very_High        Single          9362       19944                  2
1415       Very_High       Married          3229        4910                  4
1417             Low        Single          3578       23577                  0
1419             Low        Single          7988        9769                  1
1420             Low        Single          4284       22710                  3
1421       Very_High        Single          7553       22930                  0
1422       Very_High        Single         17328        5652                  6
1423             Low       Married         19701       22456                  3
1424       Very_High      Divorced         14732       12414                  2
1425          Medium        Single          9278       20763                  3
1427            High        Single          1359       16154                  1
1428             Low      Divorced          4779       12761                  7
1430          Medium        Single         16422        8847                  3
1431             Low      Divorced          2996       20284                  5
1433          Medium        Single          1261       22262                  1
1434             Low       Married          2099        7679                  0
1435       Very_High        Single          5810       22604                  1
1436             Low       Married          5647       13494                  4
1438       Very_High       Married          3420       10205                  7
1439             Low       Married          4400       15182                  3
1440            High        Single          3500       25470                  0
1441             Low       Married          2066       10494                  2
1443            High       Married         17169       26703                  3
1445            High       Married          4162       15211                  1
1446       Very_High       Married          9204       23343                  4
1447          Medium       Married          3294        3708                  5
1448            High       Married          2127        5561                  2
1449            High      Divorced          3975       23099                  3
1453       Very_High      Divorced         10793        8386                  1
1457       Very_High      Divorced         10096       15986                  4
1458             Low        Single          3646       17181                  2
1459          Medium        Single          7446        8931                  1
1460             Low      Divorced         10851       19863                  2
1461          Medium        Single          2109       24609                  9
1464       Very_High       Married          3722       21081                  6
1465       Very_High       Married          9380       14720                  4
1466             Low      Divorced          5486       24795                  4
1467            High       Married          2742        3072                  1
1468          Medium      Divorced         13757       25178                  2
1469             Low        Single          8463       23490                  0
1471            High        Single          3162        7973                  3
1472          Medium        Single         16598       19764                  4
1473            High       Married          6651       21534                  2
1474            High      Divorced          2345        8045                  2
1475          Medium        Single          3420       21158                  1
1477             Low       Married          4373       17456                  0
1478             Low        Single          4759       15891                  3
1479            High       Married          5301        2939                  8
1480       Very_High        Single          3673       16458                  1
1481            High       Married          4768        9282                  7
1482            High      Divorced          1274        7152                  1
1483            High       Married          4900        2721                  0
1484          Medium      Divorced         10466       20948                  3
1485             Low      Divorced         17007       11929                  7
1486            High       Married          2909       15747                  3
1487          Medium        Single          5765       17485                  5
1489          Medium        Single          4599        7815                  0
1492            High       Married          2404       16192                  1
1494             Low        Single          3172       16998                  2
1495          Medium       Married          2033        7103                  1
1496            High        Single         10209       19719                  5
1497            High      Divorced          8620       23757                  1
1499            High      Divorced          2064       15428                  0
1501            High       Married          4035       16143                  0
1502          Medium       Married          3838        8192                  8
1503            High       Married          4591       24200                  3
1504             Low        Single          2561        5355                  7
1506            High      Divorced          1563       12530                  1
1507             Low        Single          4898       11827                  0
1509             Low       Married          4789       23070                  4
1513          Medium       Married          3180        4668                  0
1514          Medium       Married          6549        3173                  1
1515            High        Single          6388       22049                  2
1516       Very_High        Single         11244       21072                  2
1520       Very_High      Divorced         16032       24456                  3
1522             Low        Single          2362        7568                  6
1523             Low       Married         16328       22074                  3
1525          Medium        Single          8376        9150                  4
1527          Medium       Married         16606       11380                  8
1529          Medium        Single          8606       21195                  1
1533            High        Single          2272       24812                  0
1534             Low        Single          2018       21831                  3
1535            High       Married          7083       12288                  1
1537            High        Single          4084        4156                  1
1539       Very_High        Single         14411       24450                  1
1541            High       Married          2308        4944                  0
1542          Medium       Married          4841       24052                  4
1543       Very_High       Married          4285        3031                  1
1544             Low       Married          9715        7288                  3
1545          Medium        Single          4320       24152                  1
1546       Very_High       Married          2132        4585                  4
1547       Very_High       Married         10124       18611                  2
1548             Low       Married          5473       19345                  0
1549            High       Married          5207       22949                  1
1550       Very_High        Single         16437       17381                  1
1551             Low      Divorced          2296       10036                  0
1552       Very_High      Divorced          4069        8841                  3
1553          Medium      Divorced          7441       20933                  1
1554            High       Married          2430       26204                  0
1555          Medium       Married          5878       15624                  3
1556       Very_High        Single          2644       17001                  3
1557            High      Divorced          6439       13693                  8
1558            High       Married          2451       22376                  6
1560             Low       Married          6392       10589                  2
1562             Low       Married          9714        5323                  1
1563            High       Married          6077       14814                  3
1564             Low        Single          2450       21731                  1
1568          Medium       Married          9250       17799                  3
1569             Low      Divorced          2074       26619                  1
1572       Very_High       Married         10169       14618                  0
1573          Medium       Married          4855        7653                  4
1574             Low       Married          4087       25174                  4
1576             Low       Married          2367       16530                  8
1577       Very_High        Single          2972       22061                  1
1578       Very_High       Married         19586       23037                  1
1580       Very_High       Married          5484       13008                  9
1581       Very_High       Married          2061       11133                  1
1582          Medium       Married          9924       12355                  0
1583          Medium        Single          4198       16379                  2
1585            High        Single          6815       21447                  6
1586             Low        Single          4723       16213                  1
1587            High        Single          6142        4223                  3
1588            High       Married          8237        4658                  2
1590       Very_High      Divorced          8853       24483                  1
1591            High       Married         19331       19519                  4
1592            High       Married          2073       12826                  2
1594             Low       Married          5562       19711                  3
1595       Very_High        Single         19613       26362                  8
1596            High       Married          3407       25348                  1
1597            High       Married          5063       15332                  1
1598             Low       Married          4639       11262                  1
1599          Medium      Divorced          4876        5855                  5
1601       Very_High       Married          2690        7713                  1
1602             Low        Single         17567        3156                  1
1604          Medium       Married          2408        7324                  1
1605            High       Married          2814       10293                  1
1606            High       Married         11245       20689                  2
1607       Very_High       Married          3312       18783                  3
1608       Very_High      Divorced         19049        3549                  0
1609          Medium       Married          2141        5348                  1
1611             Low        Single          5769       23447                  1
1612             Low       Married          4385       24162                  1
1613             Low        Single          5332       21602                  7
1614            High       Married          4663       12421                  9
1615       Very_High      Divorced          4724       17000                  1
1617             Low       Married          3211       22102                  1
1618             Low       Married          5377        3835                  2
1619             Low      Divorced          4066       16290                  1
1621             Low       Married          5208       26312                  1
1622             Low      Divorced          4877       20460                  0
1623       Very_High        Single          3117       26009                  1
1624       Very_High        Single          1569       18420                  1
1625            High       Married         19658        5220                  3
1627            High      Divorced          3069       10302                  0
1628            High       Married         10435       25800                  1
1630            High       Married          4148       12250                  1
1631            High       Married          5768       26493                  3
1633            High        Single          5042        3140                  0
1635       Very_High      Divorced          5770        5388                  1
1638            High       Married          7756       14199                  3
1639             Low       Married         10306       21530                  9
1640          Medium       Married          3936        9953                  1
1641       Very_High        Single          7945       19948                  6
1642       Very_High       Married          5743       10503                  4
1644       Very_High       Married         15202        5602                  2
1645       Very_High      Divorced          5440       22098                  6
1646       Very_High        Single          3760       17218                  1
1647            High       Married          3517       22490                  7
1648       Very_High        Single          2580        6297                  2
1649             Low        Single          2166        3339                  3
1650            High        Single          5869       23413                  9
1651             Low       Married          8008       22792                  4
1653            High      Divorced          5206        4973                  1
1654          Medium       Married          5295        7693                  4
1655          Medium       Married         16413        3498                  3
1656             Low      Divorced         13269       21981                  5
1657            High        Single          2783       13251                  1
1658          Medium      Divorced          5433       19332                  1
1659          Medium        Single          2013       10950                  2
1661            High       Married         13966       11652                  2
1662            High       Married          4374       15411                  0
1664             Low      Divorced          6842       26308                  6
1665            High       Married         17426       18685                  3
1666            High       Married         17603        3525                  1
1667       Very_High        Single          4581       10414                  3
1668       Very_High       Married          4735        9867                  7
1669          Medium      Divorced          4187        3356                  1
1670       Very_High      Divorced          5505        3921                  1
1671          Medium      Divorced          5470       25518                  0
1673       Very_High       Married          5476       22589                  1
1674             Low      Divorced          2587       24941                  4
1675          Medium        Single          2440       23826                  1
1676          Medium      Divorced         15972       21086                  6
1677            High        Single         15379       22384                  4
1678            High        Single          7082       11591                  3
1680             Low        Single          2728       21082                  1
1681       Very_High      Divorced          5368       16130                  1
1682            High       Married          5347        7419                  6
1683       Very_High      Divorced          3195        4167                  4
1684            High        Single          3989       20586                  1
1687            High       Married          3306       26176                  7
1689       Very_High       Married          7005        3458                  3
1691            High       Married          2655       11740                  2
1692          Medium        Single          1393       24852                  1
1693       Very_High        Single          2570       11925                  1
1694          Medium      Divorced          3537       23737                  5
1696       Very_High       Married          3986       11912                  1
1697       Very_High      Divorced         10883       20467                  3
1698          Medium       Married          2028       13637                  1
1700       Very_High      Divorced          9525        7677                  1
1701       Very_High       Married          2929       20338                  1
1702       Very_High      Divorced          2275       25103                  1
1703       Very_High       Married          7879       14810                  1
1704       Very_High        Single          4930       13970                  0
1706       Very_High       Married          7847        6069                  1
1707            High       Married          4401       17616                  1
1708            High        Single          9241       15869                  1
1709            High       Married          2974       25412                  9
1710       Very_High        Single          4502        7439                  3
1712            High       Married         10748        3395                  3
1714            High       Married          1555       11585                  1
1716            High       Married         12936       24164                  7
1718            High       Married          2305        6217                  1
1719          Medium        Single         16704       17119                  1
1720            High       Married          3433       17360                  6
1721            High       Married          3477       18103                  1
1722          Medium       Married          6430       20794                  6
1724             Low       Married          6516        5041                  2
1725             Low      Divorced          3907        3622                  1
1727          Medium        Single          5562        9697                  6
1728            High       Married          6883        5151                  2
1729       Very_High       Married          2862        3811                  1
1731          Medium       Married          4978        3536                  7
1732       Very_High      Divorced         10368        5596                  4
1733             Low      Divorced          6134        8658                  5
1734          Medium        Single          6735       12147                  6
1735          Medium        Single          3295       12862                  1
1736       Very_High        Single          5238        6670                  2
1737       Very_High       Married          6472        8989                  1
1739            High       Married          9610        3840                  3
1740          Medium        Single         19833        4349                  1
1744            High       Married          9756        6595                  4
1745             Low        Single          4968       26427                  0
1746       Very_High       Married          2145        2097                  0
1747       Very_High      Divorced          2180        9732                  6
1749            High       Married          8346       20943                  1
1751       Very_High        Single          3445        6152                  1
1752          Medium        Single          2760       14630                  1
1753            High        Single          6294       23060                  8
1754             Low      Divorced          7140        3088                  2
1755       Very_High       Married          2932        5586                  0
1756          Medium        Single          5147       10697                  8
1757       Very_High        Single          4507        8191                  3
1758             Low        Single          8564       10092                  2
1760          Medium       Married          2468       15963                  4
1761            High       Married          8161       19002                  2
1762             Low      Divorced          2109       10007                  1
1763            High       Married          5294        9128                  3
1764          Medium        Single          2718       17674                  2
1766       Very_High       Married          5811       24539                  3
1767            High       Married          2437       15587                  9
1768          Medium      Divorced          2766        8952                  8
1770             Low       Married         19038       19805                  8
1771          Medium      Divorced          3055        6194                  5
1772             Low      Divorced          2289       20520                  1
1774            High      Divorced          4001       12313                  1
1775            High       Married         12965       22308                  4
1778       Very_High        Single          3539        5033                  0
1779       Very_High        Single          6029       25353                  5
1780          Medium        Single          2679        4567                  1
1782            High       Married          3702       16376                  1
1783             Low       Married          2398       15999                  1
1784       Very_High       Married          5468       13402                  1
1786            High       Married         13116       22984                  2
1787          Medium       Married          4189        8800                  1
1789       Very_High      Divorced         19328       14218                  7
1790             Low       Married          8321       25949                  7
1792          Medium      Divorced          2342       11092                  1
1794          Medium      Divorced          4071       12832                  2
1797       Very_High        Single          5813       13492                  1
1798             Low       Married          3143        6076                  6
1799       Very_High       Married          2044        5531                  1
1800            High        Single         13464        7914                  7
1801          Medium        Single          7991       25166                  8
1802             Low       Married          3377       25605                  4
1803             Low       Married          5538        5696                  5
1804       Very_High      Divorced          5762       24442                  2
1805          Medium      Divorced          2592        7129                  5
1807             Low       Married          5346        6208                  4
1809             Low        Single          4213        4992                  1
1812       Very_High      Divorced          4127       19188                  2
1813            High        Single          2438       24978                  4
1814          Medium        Single          6870       15530                  3
1815            High      Divorced         10447       26458                  0
1816            High        Single          9667        2739                  9
1818          Medium       Married          2148        6889                  0
1821          Medium       Married          8926       10842                  4
1822       Very_High      Divorced          6513        9060                  4
1823            High       Married          6799       22128                  1
1824          Medium      Divorced         16291       22577                  4
1826            High       Married          2705        9696                  0
1827          Medium      Divorced         10333       19271                  8
1829             Low      Divorced          4448       10748                  2
1830       Very_High       Married          6854       15696                  4
1833             Low       Married          9637        8277                  2
1834             Low       Married          3591       12719                  1
1835       Very_High       Married          5405        4244                  2
1836       Very_High        Single          4684        9125                  1
1837            High       Married         15787       21624                  2
1839            High        Single          1514        8018                  1
1842             Low       Married          2956       21495                  0
1844             Low      Divorced          2335        3157                  4
1845            High       Married          5154       19665                  4
1847          Medium       Married          6962       19573                  4
1849       Very_High       Married          5675       19246                  1
1850       Very_High        Single          2379       19826                  0
1852       Very_High       Married          3812        7003                  1
1853       Very_High        Single          4648       26075                  8
1854            High       Married          2936        6161                  3
1856            High        Single          2105        5411                  4
1857       Very_High      Divorced          8578       19989                  3
1858       Very_High      Divorced          2706       10494                  1
1859            High      Divorced          6384       21143                  8
1860            High        Single          3968       13624                  4
1862          Medium        Single          9907       26186                  7
1863             Low      Divorced         13225        7739                  2
1864            High       Married          3540        7018                  1
1865          Medium       Married          2804       15434                  1
1866            High       Married         19392       22539                  7
1867          Medium       Married         19665       13583                  4
1868       Very_High        Single          2439       14753                  1
1869          Medium       Married          7314       14011                  5
1870             Low       Married          4774       23844                  0
1871       Very_High      Divorced          3902        5141                  8
1873       Very_High       Married          2662        7975                  8
1875          Medium       Married          2856        3692                  1
1876       Very_High        Single          1081       16019                  1
1878          Medium        Single          2472       26092                  1
1880            High       Married          5673        6060                  1
1881            High      Divorced          4197       18624                  1
1882       Very_High       Married          9713       24444                  2
1883             Low        Single          2062       19384                  3
1885             Low       Married          4284       13588                  5
1886          Medium       Married          4788       25388                  0
1888       Very_High       Married          5906       23888                  0
1890       Very_High        Single          3886        4223                  1
1892             Low      Divorced         16823       18991                  2
1893            High       Married          2933       14908                  1
1898            High        Single          6500       26997                  0
1900       Very_High      Divorced         17174        2437                  3
1903             Low       Married          5033        9364                  2
1905             Low       Married          2307       14460                  1
1907       Very_High        Single          2587       10261                  1
1908          Medium       Married          5507       16822                  2
1909          Medium       Married          4393       26841                  5
1911             Low       Married         13348       14842                  9
1912       Very_High      Divorced          6583       20115                  2
1915       Very_High       Married          8103       16495                  3
1916            High      Divorced          3978       16031                  8
1918       Very_High       Married          2544        7102                  0
1922            High        Single          5399       14511                  4
1924            High        Single          5487       10410                  1
1927       Very_High       Married          6834       19255                  1
1928             Low        Single          1091       10642                  1
1929            High       Married          5736        3987                  6
1931          Medium       Married          2226        6073                  1
1932       Very_High       Married          5747       26496                  1
1933            High        Single          9854       23352                  3
1934          Medium       Married          5467        2125                  8
1935             Low       Married          5380       20328                  4
1936             Low       Married          5151       12315                  1
1937          Medium      Divorced          2133       18115                  1
1938       Very_High       Married         17875       11761                  4
1939            High        Single          2432       15318                  3
1940       Very_High      Divorced          4771       14293                  2
1941       Very_High       Married         19161       13738                  3
1943       Very_High      Divorced          5087        2900                  3
1944          Medium       Married          2863       19555                  1
1945             Low       Married          5561       15975                  0
1947            High        Single          2144        2122                  1
1948             Low      Divorced          3065        3995                  1
1949          Medium       Married          2810        9238                  1
1950       Very_High        Single          9888        6770                  1
1951            High      Divorced          8628       22914                  1
1952             Low        Single          2867       20006                  0
1954             Low       Married          5373        6225                  0
1955       Very_High      Divorced          6667       16542                  5
1956             Low       Married          5003        5771                  1
1960       Very_High      Divorced          2367       18779                  5
1961             Low        Single          2858       11473                  4
1962       Very_High       Married          5204       13586                  1
1965       Very_High        Single          4105        5099                  1
1966       Very_High        Single          9679       10138                  8
1967       Very_High       Married          5617       21075                  1
1968             Low        Single         10448        5843                  6
1969            High       Married          2897       22474                  3
1970            High      Divorced          5968       18079                  1
1971            High       Married          7510       16873                  1
1972          Medium       Married          2991        5224                  0
1973          Medium       Married         19636       25811                  4
1974       Very_High      Divorced          1129       17536                  1
1975             Low        Single         13341       25098                  0
1976            High        Single          4332       14811                  1
1979            High       Married         11031       26862                  4
1980             Low        Single          4440       25198                  6
1981            High        Single          4617       14120                  1
1982       Very_High        Single          2647       13672                  1
1985            High       Married          6323       26849                  1
1986          Medium       Married          5677        4258                  3
1987          Medium       Married          2187       19655                  4
1989          Medium       Married          3748        4077                  1
1992            High      Divorced          3977        7298                  6
1993            High        Single          8633       13084                  2
1994            High      Divorced          2008       20439                  1
1995          Medium       Married          4440        7636                  0
1996            High       Married          3067        6393                  0
1997            High       Married          5321       14284                  2
1998             Low      Divorced          5410       11189                  6
1999       Very_High       Married          2782       21412                  3
2000          Medium       Married         11957       17231                  0
2003            High       Married          2660       20232                  7
2007            High        Single          3375       17624                  0
2008            High        Single          5098       18698                  1
2009       Very_High       Married          4878       21653                  0
2010          Medium        Single          2837       15919                  1
2012       Very_High       Married          2406        4060                  8
2013          Medium       Married          2269       18024                  0
2014       Very_High        Single          4108        5340                  7
2015            High       Married         13206        3376                  3
2016       Very_High       Married         10422       24032                  1
2017       Very_High       Married         13744       15471                  1
2018            High      Divorced          4907       13684                  0
2019       Very_High      Divorced          3482       19788                  2
2020       Very_High        Single          2436       13422                  6
2021             Low        Single          2380       25479                  1
2022       Very_High        Single         19431       15302                  2
2023             Low       Married          1790       26956                  1
2024       Very_High       Married          7644       12695                  0
2025          Medium      Divorced          5131        9192                  7
2026            High      Divorced          6306       26236                  1
2027       Very_High       Married          4787       26124                  9
2031            High       Married         18880       17312                  5
2032            High       Married          2339        3666                  8
2034          Medium       Married         13570        5640                  0
2035            High       Married          6712        8978                  1
2036       Very_High      Divorced          5406       10436                  1
2037          Medium      Divorced          8938       12227                  2
2038             Low        Single          2439       11288                  1
2040       Very_High        Single          8837       16642                  1
2041       Very_High       Married          5343        5982                  1
2044            High      Divorced          6728       14255                  7
2045       Very_High       Married          6652       14369                  4
2046            High        Single          4850       23333                  8
2048            High        Single          2809        2725                  2
2049            High       Married          5689       24594                  1
2051            High       Married          2001       12549                  2
2052       Very_High       Married          2977        8952                  1
2053          Medium       Married          4025       23679                  4
2054             Low        Single          3785        8489                  1
2055             Low      Divorced         10854       16586                  4
2056       Very_High       Married         12031        8828                  0
2057             Low        Single          9936        3787                  0
2060            High        Single          2966       21378                  0
2061       Very_High       Married          2571       12290                  4
2062             Low       Married          9991       21457                  4
2064          Medium       Married          6142        5174                  1
2065          Medium       Married          5390       13243                  2
2068            High       Married          4404       10228                  2
     OverTime PercentSalaryHike PerformanceRating RelationshipSatisfaction
1         Yes                11         Excellent                      Low
2          No                23       Outstanding                Very_High
4         Yes                15         Excellent                   Medium
5         Yes                11         Excellent                     High
7          No                12         Excellent                Very_High
8          No                13         Excellent                     High
10        Yes                20       Outstanding                      Low
11         No                22       Outstanding                   Medium
12         No                21       Outstanding                   Medium
13         No                13         Excellent                   Medium
14         No                13         Excellent                     High
15        Yes                12         Excellent                Very_High
16         No                17         Excellent                Very_High
18         No                11         Excellent                     High
19        Yes                14         Excellent                   Medium
20         No                11         Excellent                     High
21        Yes                12         Excellent                Very_High
22        Yes                13         Excellent                   Medium
23         No                16         Excellent                     High
24        Yes                11         Excellent                     High
26         No                18         Excellent                Very_High
27         No                23       Outstanding                   Medium
28         No                11         Excellent                     High
30         No                14         Excellent                Very_High
31         No                11         Excellent                     High
32         No                11         Excellent                Very_High
33        Yes                22       Outstanding                   Medium
35         No                11         Excellent                Very_High
36         No                14         Excellent                Very_High
38         No                12         Excellent                Very_High
39         No                11         Excellent                Very_High
40        Yes                13         Excellent                Very_High
41         No                13         Excellent                      Low
42         No                14         Excellent                     High
45        Yes                16         Excellent                      Low
46         No                12         Excellent                Very_High
47        Yes                14         Excellent                     High
49         No                13         Excellent                      Low
51        Yes                14         Excellent                Very_High
52         No                19         Excellent                      Low
53         No                12         Excellent                     High
54         No                13         Excellent                Very_High
55         No                12         Excellent                     High
56         No                15         Excellent                Very_High
57         No                23       Outstanding                Very_High
58         No                12         Excellent                Very_High
60         No                20       Outstanding                     High
61         No                21       Outstanding                      Low
62        Yes                21       Outstanding                     High
63         No                19         Excellent                Very_High
64        Yes                13         Excellent                Very_High
65        Yes                13         Excellent                     High
68        Yes                21       Outstanding                     High
70        Yes                13         Excellent                     High
72        Yes                19         Excellent                     High
73        Yes                12         Excellent                     High
74         No                22       Outstanding                Very_High
75        Yes                15         Excellent                     High
76         No                22       Outstanding                Very_High
77         No                18         Excellent                     High
78        Yes                22       Outstanding                   Medium
79         No                11         Excellent                Very_High
80        Yes                12         Excellent                Very_High
81         No                11         Excellent                Very_High
83         No                13         Excellent                   Medium
84        Yes                14         Excellent                     High
85         No                13         Excellent                     High
86         No                17         Excellent                     High
88         No                13         Excellent                Very_High
90        Yes                17         Excellent                      Low
91         No                11         Excellent                Very_High
94         No                23       Outstanding                Very_High
95         No                17         Excellent                   Medium
96         No                17         Excellent                   Medium
97         No                12         Excellent                   Medium
98         No                23       Outstanding                Very_High
100        No                14         Excellent                   Medium
101       Yes                14         Excellent                   Medium
102        No                13         Excellent                      Low
103       Yes                22       Outstanding                Very_High
104       Yes                12         Excellent                     High
105        No                18         Excellent                      Low
106        No                14         Excellent                Very_High
107       Yes                12         Excellent                Very_High
110        No                15         Excellent                     High
112        No                11         Excellent                      Low
113        No                13         Excellent                     High
116        No                23       Outstanding                   Medium
117        No                19         Excellent                      Low
118        No                16         Excellent                Very_High
119        No                22       Outstanding                Very_High
120       Yes                22       Outstanding                Very_High
121       Yes                12         Excellent                   Medium
124       Yes                13         Excellent                     High
125        No                16         Excellent                      Low
126        No                12         Excellent                      Low
128        No                21       Outstanding                      Low
129        No                15         Excellent                   Medium
131        No                13         Excellent                     High
132        No                12         Excellent                     High
133       Yes                22       Outstanding                Very_High
134        No                13         Excellent                Very_High
137       Yes                18         Excellent                   Medium
138        No                14         Excellent                     High
139        No                14         Excellent                Very_High
140        No                21       Outstanding                Very_High
141       Yes                19         Excellent                      Low
142       Yes                11         Excellent                Very_High
143        No                11         Excellent                     High
144        No                15         Excellent                     High
145        No                20       Outstanding                     High
147       Yes                24       Outstanding                Very_High
148       Yes                12         Excellent                     High
150        No                12         Excellent                     High
151        No                15         Excellent                     High
152        No                12         Excellent                      Low
153        No                12         Excellent                Very_High
154        No                14         Excellent                     High
155        No                22       Outstanding                      Low
158       Yes                12         Excellent                Very_High
159        No                25       Outstanding                     High
160        No                13         Excellent                      Low
161       Yes                18         Excellent                      Low
162        No                13         Excellent                     High
163       Yes                18         Excellent                   Medium
164        No                19         Excellent                     High
165        No                12         Excellent                Very_High
167       Yes                19         Excellent                Very_High
169        No                14         Excellent                     High
170        No                14         Excellent                     High
171        No                12         Excellent                Very_High
174        No                11         Excellent                Very_High
175       Yes                11         Excellent                     High
176       Yes                13         Excellent                     High
177        No                23       Outstanding                Very_High
178        No                20       Outstanding                Very_High
179        No                15         Excellent                Very_High
182        No                14         Excellent                     High
183        No                18         Excellent                Very_High
184       Yes                19         Excellent                Very_High
190        No                22       Outstanding                      Low
192        No                13         Excellent                   Medium
193       Yes                20       Outstanding                   Medium
194        No                14         Excellent                     High
195        No                17         Excellent                Very_High
197        No                14         Excellent                Very_High
198        No                13         Excellent                Very_High
199        No                13         Excellent                   Medium
200        No                21       Outstanding                Very_High
201        No                14         Excellent                Very_High
202        No                11         Excellent                      Low
204        No                13         Excellent                      Low
205       Yes                20       Outstanding                Very_High
206        No                18         Excellent                     High
207        No                14         Excellent                Very_High
208        No                13         Excellent                      Low
211        No                17         Excellent                     High
214       Yes                20       Outstanding                   Medium
215        No                11         Excellent                      Low
216        No                18         Excellent                Very_High
217        No                24       Outstanding                      Low
218        No                18         Excellent                Very_High
221        No                11         Excellent                     High
223       Yes                16         Excellent                   Medium
224       Yes                15         Excellent                Very_High
226        No                15         Excellent                   Medium
227        No                12         Excellent                      Low
228        No                12         Excellent                     High
230        No                22       Outstanding                     High
231        No                20       Outstanding                      Low
233       Yes                16         Excellent                Very_High
235        No                21       Outstanding                      Low
238        No                12         Excellent                     High
239        No                11         Excellent                     High
240       Yes                11         Excellent                      Low
241       Yes                18         Excellent                     High
242        No                14         Excellent                      Low
243        No                22       Outstanding                     High
244        No                25       Outstanding                     High
245        No                12         Excellent                     High
246       Yes                23       Outstanding                     High
247        No                15         Excellent                Very_High
248       Yes                22       Outstanding                Very_High
249        No                15         Excellent                Very_High
250        No                11         Excellent                     High
252        No                13         Excellent                Very_High
253        No                14         Excellent                   Medium
254        No                11         Excellent                Very_High
256        No                17         Excellent                     High
258        No                18         Excellent                     High
259        No                14         Excellent                      Low
260        No                16         Excellent                Very_High
261       Yes                13         Excellent                      Low
262        No                14         Excellent                Very_High
264        No                23       Outstanding                Very_High
267       Yes                12         Excellent                      Low
269        No                11         Excellent                Very_High
270        No                16         Excellent                   Medium
271        No                14         Excellent                   Medium
273        No                18         Excellent                      Low
274        No                19         Excellent                     High
275       Yes                15         Excellent                      Low
277       Yes                17         Excellent                Very_High
281       Yes                15         Excellent                     High
282       Yes                19         Excellent                   Medium
283        No                22       Outstanding                Very_High
284       Yes                16         Excellent                      Low
286        No                13         Excellent                      Low
287        No                14         Excellent                Very_High
288        No                16         Excellent                     High
291        No                11         Excellent                     High
292        No                22       Outstanding                     High
293        No                14         Excellent                Very_High
296        No                16         Excellent                Very_High
297       Yes                11         Excellent                     High
298       Yes                18         Excellent                     High
299        No                15         Excellent                     High
300        No                14         Excellent                Very_High
302        No                12         Excellent                Very_High
303        No                14         Excellent                Very_High
304        No                16         Excellent                Very_High
305        No                21       Outstanding                Very_High
306       Yes                14         Excellent                     High
307        No                12         Excellent                     High
308        No                12         Excellent                Very_High
309        No                17         Excellent                      Low
311        No                17         Excellent                     High
312        No                14         Excellent                Very_High
314        No                14         Excellent                      Low
315       Yes                13         Excellent                     High
316        No                15         Excellent                   Medium
319        No                11         Excellent                Very_High
321        No                17         Excellent                Very_High
323        No                11         Excellent                     High
325       Yes                13         Excellent                     High
327       Yes                22       Outstanding                     High
328        No                20       Outstanding                      Low
329       Yes                18         Excellent                Very_High
330        No                11         Excellent                      Low
331       Yes                14         Excellent                Very_High
332        No                14         Excellent                     High
333        No                18         Excellent                      Low
334        No                16         Excellent                      Low
335        No                17         Excellent                      Low
336        No                11         Excellent                     High
337        No                12         Excellent                      Low
338        No                13         Excellent                     High
339        No                13         Excellent                   Medium
340        No                14         Excellent                      Low
341        No                17         Excellent                Very_High
342        No                11         Excellent                   Medium
343        No                25       Outstanding                Very_High
346        No                19         Excellent                      Low
347       Yes                13         Excellent                     High
349        No                14         Excellent                Very_High
350        No                12         Excellent                Very_High
351       Yes                11         Excellent                     High
352        No                19         Excellent                Very_High
353        No                11         Excellent                   Medium
355        No                11         Excellent                   Medium
359        No                20       Outstanding                     High
361        No                18         Excellent                Very_High
362        No                13         Excellent                Very_High
363       Yes                12         Excellent                   Medium
364        No                11         Excellent                     High
366        No                19         Excellent                   Medium
367        No                21       Outstanding                   Medium
369        No                12         Excellent                Very_High
372       Yes                14         Excellent                   Medium
373        No                11         Excellent                     High
374       Yes                14         Excellent                     High
376       Yes                12         Excellent                Very_High
377        No                23       Outstanding                Very_High
378        No                14         Excellent                   Medium
379        No                17         Excellent                      Low
380       Yes                18         Excellent                      Low
381        No                18         Excellent                   Medium
382       Yes                24       Outstanding                     High
384        No                20       Outstanding                      Low
385        No                14         Excellent                      Low
386       Yes                16         Excellent                Very_High
387        No                25       Outstanding                     High
388        No                18         Excellent                      Low
389       Yes                19         Excellent                Very_High
390       Yes                13         Excellent                     High
391        No                12         Excellent                   Medium
392       Yes                22       Outstanding                Very_High
393        No                14         Excellent                   Medium
394       Yes                13         Excellent                Very_High
395        No                21       Outstanding                Very_High
396       Yes                11         Excellent                Very_High
397        No                12         Excellent                Very_High
399        No                11         Excellent                     High
401       Yes                12         Excellent                   Medium
403       Yes                12         Excellent                     High
404        No                14         Excellent                Very_High
405        No                13         Excellent                     High
406        No                15         Excellent                     High
407        No                18         Excellent                Very_High
408        No                18         Excellent                Very_High
410        No                19         Excellent                   Medium
411        No                12         Excellent                      Low
412        No                19         Excellent                     High
416        No                11         Excellent                   Medium
417        No                17         Excellent                      Low
419        No                15         Excellent                     High
420        No                14         Excellent                     High
421        No                17         Excellent                     High
422       Yes                13         Excellent                Very_High
423       Yes                12         Excellent                     High
424        No                12         Excellent                Very_High
425        No                18         Excellent                      Low
426       Yes                18         Excellent                   Medium
428        No                11         Excellent                   Medium
429       Yes                14         Excellent                Very_High
430        No                19         Excellent                      Low
431       Yes                12         Excellent                Very_High
433        No                15         Excellent                      Low
434       Yes                12         Excellent                   Medium
436       Yes                11         Excellent                Very_High
437       Yes                11         Excellent                      Low
438        No                12         Excellent                Very_High
439        No                16         Excellent                     High
440       Yes                13         Excellent                Very_High
441        No                13         Excellent                Very_High
442        No                24       Outstanding                      Low
444        No                15         Excellent                      Low
445       Yes                18         Excellent                      Low
446        No                14         Excellent                     High
447        No                11         Excellent                   Medium
448        No                11         Excellent                   Medium
449       Yes                13         Excellent                Very_High
450        No                12         Excellent                Very_High
451        No                16         Excellent                      Low
452        No                14         Excellent                      Low
453       Yes                22       Outstanding                     High
454       Yes                11         Excellent                Very_High
455        No                17         Excellent                     High
456        No                13         Excellent                     High
458        No                18         Excellent                      Low
460        No                16         Excellent                     High
461       Yes                14         Excellent                   Medium
462       Yes                14         Excellent                     High
463       Yes                14         Excellent                      Low
464        No                13         Excellent                Very_High
465        No                12         Excellent                     High
466       Yes                15         Excellent                Very_High
467        No                19         Excellent                      Low
468        No                14         Excellent                   Medium
469        No                14         Excellent                      Low
470       Yes                11         Excellent                     High
471        No                13         Excellent                     High
473        No                21       Outstanding                   Medium
474       Yes                13         Excellent                      Low
475       Yes                12         Excellent                   Medium
476        No                17         Excellent                   Medium
477        No                23       Outstanding                   Medium
478       Yes                11         Excellent                     High
479        No                15         Excellent                   Medium
481        No                11         Excellent                      Low
482        No                11         Excellent                     High
483       Yes                13         Excellent                     High
484        No                24       Outstanding                     High
485       Yes                13         Excellent                   Medium
486        No                20       Outstanding                   Medium
487        No                14         Excellent                     High
488        No                18         Excellent                     High
491        No                15         Excellent                Very_High
492       Yes                12         Excellent                      Low
493       Yes                16         Excellent                Very_High
494        No                15         Excellent                Very_High
495        No                16         Excellent                Very_High
496        No                19         Excellent                     High
497        No                11         Excellent                   Medium
498        No                16         Excellent                Very_High
499        No                24       Outstanding                     High
500        No                11         Excellent                     High
501        No                13         Excellent                   Medium
502       Yes                13         Excellent                   Medium
505       Yes                13         Excellent                     High
507       Yes                12         Excellent                Very_High
508        No                18         Excellent                      Low
510        No                22       Outstanding                     High
511        No                13         Excellent                Very_High
513        No                13         Excellent                   Medium
514       Yes                23       Outstanding                     High
515        No                12         Excellent                     High
516        No                12         Excellent                     High
517        No                16         Excellent                   Medium
518       Yes                12         Excellent                Very_High
520        No                11         Excellent                     High
521        No                22       Outstanding                   Medium
522        No                11         Excellent                     High
523        No                15         Excellent                      Low
524        No                12         Excellent                   Medium
525        No                20       Outstanding                      Low
526       Yes                14         Excellent                Very_High
527       Yes                11         Excellent                   Medium
529       Yes                15         Excellent                      Low
530        No                12         Excellent                     High
531       Yes                14         Excellent                     High
532        No                11         Excellent                Very_High
533        No                11         Excellent                   Medium
534        No                16         Excellent                     High
536        No                12         Excellent                Very_High
538        No                13         Excellent                     High
543       Yes                14         Excellent                     High
544        No                21       Outstanding                Very_High
546        No                13         Excellent                Very_High
547        No                11         Excellent                   Medium
548        No                20       Outstanding                     High
549        No                11         Excellent                Very_High
550        No                14         Excellent                     High
551        No                11         Excellent                Very_High
554       Yes                16         Excellent                   Medium
555        No                16         Excellent                Very_High
556       Yes                23       Outstanding                     High
558        No                14         Excellent                Very_High
560        No                22       Outstanding                   Medium
562        No                15         Excellent                     High
564        No                18         Excellent                     High
565        No                16         Excellent                   Medium
566        No                12         Excellent                     High
567        No                11         Excellent                     High
568        No                12         Excellent                     High
569        No                15         Excellent                   Medium
571        No                14         Excellent                     High
573        No                19         Excellent                Very_High
574        No                13         Excellent                     High
575        No                13         Excellent                     High
577        No                15         Excellent                     High
578        No                11         Excellent                     High
579        No                12         Excellent                     High
580       Yes                19         Excellent                     High
581        No                25       Outstanding                Very_High
582       Yes                12         Excellent                Very_High
584        No                13         Excellent                      Low
585        No                14         Excellent                      Low
586       Yes                12         Excellent                     High
587        No                12         Excellent                      Low
590       Yes                15         Excellent                     High
591        No                17         Excellent                Very_High
592        No                14         Excellent                Very_High
593        No                16         Excellent                     High
595        No                14         Excellent                      Low
597        No                23       Outstanding                Very_High
599        No                14         Excellent                Very_High
600        No                11         Excellent                     High
601        No                15         Excellent                     High
602        No                11         Excellent                      Low
604       Yes                13         Excellent                     High
605       Yes                21       Outstanding                Very_High
606        No                19         Excellent                   Medium
608       Yes                11         Excellent                   Medium
611        No                12         Excellent                   Medium
612        No                19         Excellent                     High
613        No                21       Outstanding                     High
614       Yes                14         Excellent                Very_High
615        No                15         Excellent                     High
616       Yes                17         Excellent                      Low
618        No                12         Excellent                      Low
620        No                16         Excellent                Very_High
621        No                12         Excellent                Very_High
622       Yes                18         Excellent                   Medium
623        No                17         Excellent                Very_High
624        No                11         Excellent                Very_High
625        No                16         Excellent                   Medium
626        No                13         Excellent                Very_High
630       Yes                12         Excellent                   Medium
631        No                12         Excellent                Very_High
632        No                13         Excellent                     High
634        No                19         Excellent                     High
635        No                12         Excellent                   Medium
638       Yes                17         Excellent                     High
639       Yes                11         Excellent                   Medium
641        No                20       Outstanding                Very_High
643        No                21       Outstanding                Very_High
644        No                11         Excellent                     High
645        No                11         Excellent                     High
647       Yes                16         Excellent                Very_High
648        No                18         Excellent                     High
649       Yes                13         Excellent                Very_High
650        No                17         Excellent                     High
652        No                14         Excellent                Very_High
653        No                22       Outstanding                Very_High
655        No                12         Excellent                     High
656       Yes                11         Excellent                     High
657        No                13         Excellent                Very_High
659        No                13         Excellent                   Medium
661       Yes                14         Excellent                     High
662        No                17         Excellent                Very_High
663       Yes                13         Excellent                   Medium
664        No                11         Excellent                      Low
665        No                11         Excellent                   Medium
666       Yes                18         Excellent                Very_High
667        No                11         Excellent                   Medium
669        No                11         Excellent                     High
671       Yes                12         Excellent                      Low
675        No                20       Outstanding                Very_High
677        No                12         Excellent                Very_High
679       Yes                12         Excellent                Very_High
680        No                20       Outstanding                     High
682        No                20       Outstanding                Very_High
683        No                12         Excellent                Very_High
684        No                14         Excellent                Very_High
686       Yes                13         Excellent                     High
689        No                15         Excellent                     High
690        No                14         Excellent                      Low
691        No                13         Excellent                   Medium
692        No                23       Outstanding                     High
698        No                15         Excellent                     High
699       Yes                11         Excellent                     High
700        No                13         Excellent                Very_High
701       Yes                11         Excellent                Very_High
702       Yes                11         Excellent                      Low
704        No                18         Excellent                     High
705        No                16         Excellent                      Low
707        No                22       Outstanding                     High
709        No                20       Outstanding                      Low
710        No                18         Excellent                Very_High
712        No                12         Excellent                Very_High
714       Yes                20       Outstanding                   Medium
715        No                17         Excellent                      Low
716       Yes                11         Excellent                     High
717        No                14         Excellent                   Medium
720        No                14         Excellent                      Low
721        No                11         Excellent                      Low
722        No                12         Excellent                Very_High
723       Yes                14         Excellent                      Low
724        No                13         Excellent                     High
725        No                11         Excellent                Very_High
727        No                15         Excellent                Very_High
728        No                12         Excellent                Very_High
729       Yes                21       Outstanding                     High
730        No                19         Excellent                     High
731        No                15         Excellent                   Medium
732        No                14         Excellent                Very_High
733        No                21       Outstanding                     High
734        No                12         Excellent                   Medium
738        No                15         Excellent                Very_High
741       Yes                13         Excellent                Very_High
742        No                14         Excellent                      Low
743       Yes                14         Excellent                Very_High
744        No                14         Excellent                     High
746       Yes                12         Excellent                Very_High
747        No                23       Outstanding                Very_High
749        No                11         Excellent                     High
752       Yes                12         Excellent                Very_High
754        No                18         Excellent                     High
757        No                11         Excellent                Very_High
758        No                14         Excellent                Very_High
760        No                15         Excellent                     High
762        No                11         Excellent                     High
763       Yes                20       Outstanding                Very_High
764        No                19         Excellent                      Low
766        No                14         Excellent                Very_High
769        No                17         Excellent                Very_High
771        No                11         Excellent                      Low
772        No                15         Excellent                Very_High
773       Yes                13         Excellent                   Medium
775        No                14         Excellent                     High
776        No                11         Excellent                      Low
780       Yes                13         Excellent                     High
781        No                23       Outstanding                   Medium
783        No                13         Excellent                      Low
784        No                18         Excellent                Very_High
785       Yes                12         Excellent                Very_High
786        No                22       Outstanding                     High
787       Yes                13         Excellent                Very_High
789        No                15         Excellent                   Medium
791        No                18         Excellent                      Low
792        No                14         Excellent                      Low
793        No                12         Excellent                      Low
796        No                17         Excellent                     High
797        No                16         Excellent                     High
799       Yes                11         Excellent                   Medium
800        No                19         Excellent                   Medium
802       Yes                13         Excellent                   Medium
803       Yes                12         Excellent                Very_High
804        No                11         Excellent                     High
805        No                16         Excellent                   Medium
806        No                21       Outstanding                     High
807        No                24       Outstanding                Very_High
808        No                17         Excellent                   Medium
809        No                13         Excellent                   Medium
811       Yes                21       Outstanding                     High
812        No                11         Excellent                     High
813        No                20       Outstanding                   Medium
815        No                16         Excellent                Very_High
816       Yes                11         Excellent                Very_High
817        No                11         Excellent                Very_High
819        No                15         Excellent                     High
820       Yes                11         Excellent                     High
823        No                15         Excellent                      Low
824        No                24       Outstanding                     High
825       Yes                12         Excellent                Very_High
826        No                13         Excellent                     High
827       Yes                13         Excellent                Very_High
828        No                17         Excellent                Very_High
829        No                13         Excellent                   Medium
830        No                12         Excellent                     High
832        No                14         Excellent                Very_High
833       Yes                24       Outstanding                   Medium
834        No                14         Excellent                Very_High
836        No                13         Excellent                Very_High
837        No                15         Excellent                     High
838        No                16         Excellent                     High
840        No                18         Excellent                      Low
842        No                16         Excellent                     High
843        No                24       Outstanding                     High
844       Yes                16         Excellent                   Medium
845        No                21       Outstanding                   Medium
846       Yes                20       Outstanding                      Low
847        No                19         Excellent                     High
848       Yes                14         Excellent                      Low
850        No                11         Excellent                     High
851        No                14         Excellent                     High
852        No                12         Excellent                Very_High
854        No                13         Excellent                     High
855        No                22       Outstanding                      Low
856        No                11         Excellent                Very_High
857       Yes                14         Excellent                Very_High
859        No                11         Excellent                     High
861        No                12         Excellent                   Medium
862       Yes                18         Excellent                Very_High
864       Yes                12         Excellent                     High
865        No                12         Excellent                     High
867        No                22       Outstanding                     High
868        No                19         Excellent                Very_High
869        No                13         Excellent                Very_High
872        No                22       Outstanding                      Low
874       Yes                24       Outstanding                     High
875       Yes                14         Excellent                Very_High
878        No                21       Outstanding                     High
879       Yes                18         Excellent                Very_High
880       Yes                20       Outstanding                   Medium
881       Yes                19         Excellent                      Low
882        No                12         Excellent                   Medium
885        No                12         Excellent                      Low
887        No                16         Excellent                   Medium
888        No                17         Excellent                Very_High
889        No                14         Excellent                Very_High
893        No                19         Excellent                Very_High
894       Yes                13         Excellent                   Medium
895       Yes                19         Excellent                   Medium
896       Yes                19         Excellent                     High
897        No                14         Excellent                     High
899        No                16         Excellent                      Low
900        No                15         Excellent                   Medium
901        No                18         Excellent                     High
902        No                13         Excellent                   Medium
903       Yes                22       Outstanding                      Low
904       Yes                13         Excellent                Very_High
905        No                11         Excellent                Very_High
909        No                11         Excellent                     High
910       Yes                11         Excellent                     High
911       Yes                24       Outstanding                     High
912        No                14         Excellent                     High
913       Yes                13         Excellent                Very_High
916        No                14         Excellent                   Medium
918       Yes                14         Excellent                Very_High
920        No                21       Outstanding                     High
922        No                13         Excellent                Very_High
923        No                19         Excellent                      Low
924       Yes                17         Excellent                      Low
925       Yes                18         Excellent                      Low
926       Yes                19         Excellent                      Low
927       Yes                13         Excellent                     High
930        No                18         Excellent                   Medium
932       Yes                21       Outstanding                Very_High
933        No                19         Excellent                     High
934        No                14         Excellent                   Medium
936        No                17         Excellent                      Low
939       Yes                11         Excellent                   Medium
940       Yes                13         Excellent                Very_High
941        No                15         Excellent                   Medium
942       Yes                25       Outstanding                Very_High
944        No                11         Excellent                     High
945        No                17         Excellent                      Low
947        No                13         Excellent                Very_High
949        No                18         Excellent                     High
950        No                13         Excellent                   Medium
951        No                20       Outstanding                     High
952       Yes                18         Excellent                     High
954        No                12         Excellent                   Medium
956        No                12         Excellent                   Medium
957       Yes                13         Excellent                     High
958        No                21       Outstanding                     High
959       Yes                13         Excellent                   Medium
960        No                19         Excellent                   Medium
961       Yes                11         Excellent                     High
964       Yes                14         Excellent                Very_High
966        No                12         Excellent                     High
967       Yes                11         Excellent                      Low
969        No                14         Excellent                      Low
970        No                11         Excellent                     High
972        No                12         Excellent                   Medium
974        No                15         Excellent                   Medium
975        No                16         Excellent                   Medium
976        No                15         Excellent                   Medium
977        No                24       Outstanding                      Low
981        No                13         Excellent                     High
982        No                11         Excellent                      Low
983       Yes                13         Excellent                   Medium
984        No                13         Excellent                   Medium
985        No                18         Excellent                Very_High
986       Yes                16         Excellent                Very_High
987       Yes                19         Excellent                     High
990        No                13         Excellent                Very_High
991       Yes                22       Outstanding                      Low
992        No                11         Excellent                Very_High
994       Yes                20       Outstanding                     High
995        No                18         Excellent                      Low
996        No                14         Excellent                Very_High
997        No                22       Outstanding                     High
998       Yes                13         Excellent                      Low
999        No                17         Excellent                   Medium
1001       No                14         Excellent                   Medium
1002      Yes                15         Excellent                     High
1003      Yes                17         Excellent                     High
1004      Yes                11         Excellent                   Medium
1005      Yes                18         Excellent                Very_High
1006       No                17         Excellent                   Medium
1007       No                13         Excellent                   Medium
1009       No                15         Excellent                   Medium
1010      Yes                24       Outstanding                Very_High
1011       No                12         Excellent                     High
1012       No                15         Excellent                Very_High
1013       No                11         Excellent                     High
1014      Yes                11         Excellent                     High
1015      Yes                12         Excellent                     High
1016      Yes                15         Excellent                      Low
1017       No                17         Excellent                      Low
1018       No                12         Excellent                   Medium
1019       No                15         Excellent                      Low
1022       No                13         Excellent                Very_High
1024       No                14         Excellent                   Medium
1025       No                14         Excellent                   Medium
1026       No                16         Excellent                     High
1027       No                18         Excellent                   Medium
1028       No                20       Outstanding                      Low
1029       No                13         Excellent                   Medium
1030       No                18         Excellent                   Medium
1032      Yes                13         Excellent                      Low
1033       No                15         Excellent                      Low
1034      Yes                14         Excellent                Very_High
1035       No                22       Outstanding                   Medium
1036      Yes                12         Excellent                     High
1037       No                18         Excellent                Very_High
1038       No                15         Excellent                Very_High
1039      Yes                18         Excellent                     High
1040       No                12         Excellent                      Low
1042       No                16         Excellent                     High
1043      Yes                13         Excellent                     High
1044       No                19         Excellent                Very_High
1045       No                13         Excellent                   Medium
1046       No                12         Excellent                   Medium
1047       No                11         Excellent                Very_High
1048      Yes                14         Excellent                     High
1049       No                16         Excellent                      Low
1050       No                12         Excellent                      Low
1052       No                14         Excellent                   Medium
1053      Yes                14         Excellent                   Medium
1055      Yes                19         Excellent                Very_High
1056       No                22       Outstanding                   Medium
1060       No                16         Excellent                      Low
1061      Yes                11         Excellent                Very_High
1062       No                15         Excellent                      Low
1066       No                14         Excellent                   Medium
1068       No                13         Excellent                     High
1069       No                17         Excellent                Very_High
1070       No                11         Excellent                   Medium
1071       No                19         Excellent                   Medium
1073       No                11         Excellent                   Medium
1074       No                15         Excellent                   Medium
1076       No                13         Excellent                     High
1077      Yes                14         Excellent                   Medium
1079       No                13         Excellent                      Low
1080      Yes                23       Outstanding                      Low
1081      Yes                12         Excellent                     High
1082       No                12         Excellent                      Low
1083       No                16         Excellent                      Low
1084       No                15         Excellent                     High
1085       No                13         Excellent                     High
1088       No                18         Excellent                      Low
1092       No                20       Outstanding                Very_High
1094       No                19         Excellent                Very_High
1096       No                18         Excellent                   Medium
1097       No                13         Excellent                Very_High
1098       No                14         Excellent                Very_High
1099       No                15         Excellent                     High
1100      Yes                22       Outstanding                      Low
1101       No                22       Outstanding                   Medium
1102       No                16         Excellent                Very_High
1103       No                17         Excellent                     High
1105      Yes                14         Excellent                     High
1106      Yes                15         Excellent                   Medium
1107       No                20       Outstanding                     High
1108      Yes                20       Outstanding                   Medium
1109       No                17         Excellent                Very_High
1111       No                15         Excellent                      Low
1113      Yes                14         Excellent                Very_High
1114       No                17         Excellent                     High
1115       No                17         Excellent                Very_High
1116       No                22       Outstanding                     High
1117       No                13         Excellent                Very_High
1118       No                19         Excellent                Very_High
1119      Yes                14         Excellent                   Medium
1120       No                22       Outstanding                      Low
1121       No                17         Excellent                   Medium
1124       No                12         Excellent                Very_High
1125       No                16         Excellent                     High
1126       No                11         Excellent                     High
1127       No                11         Excellent                Very_High
1128       No                14         Excellent                      Low
1131      Yes                11         Excellent                     High
1132       No                15         Excellent                     High
1133       No                20       Outstanding                      Low
1135       No                12         Excellent                      Low
1136       No                17         Excellent                      Low
1137       No                11         Excellent                Very_High
1138       No                17         Excellent                   Medium
1140       No                11         Excellent                Very_High
1143       No                14         Excellent                Very_High
1148       No                19         Excellent                      Low
1150      Yes                15         Excellent                     High
1152       No                13         Excellent                Very_High
1154      Yes                14         Excellent                Very_High
1156       No                12         Excellent                Very_High
1157      Yes                17         Excellent                      Low
1158      Yes                11         Excellent                      Low
1160       No                12         Excellent                     High
1161       No                13         Excellent                     High
1162       No                13         Excellent                     High
1163       No                20       Outstanding                      Low
1164       No                17         Excellent                   Medium
1165       No                13         Excellent                      Low
1166       No                17         Excellent                     High
1167      Yes                12         Excellent                   Medium
1171       No                13         Excellent                Very_High
1172       No                12         Excellent                   Medium
1173       No                22       Outstanding                Very_High
1175      Yes                11         Excellent                Very_High
1177       No                22       Outstanding                   Medium
1179       No                18         Excellent                      Low
1180      Yes                13         Excellent                Very_High
1182       No                18         Excellent                   Medium
1184       No                20       Outstanding                     High
1185       No                13         Excellent                   Medium
1188       No                13         Excellent                   Medium
1190       No                12         Excellent                     High
1191       No                13         Excellent                Very_High
1192       No                13         Excellent                      Low
1193       No                25       Outstanding                     High
1195      Yes                19         Excellent                     High
1196       No                13         Excellent                   Medium
1198       No                12         Excellent                      Low
1200      Yes                11         Excellent                     High
1201       No                18         Excellent                   Medium
1202      Yes                18         Excellent                      Low
1203      Yes                11         Excellent                   Medium
1204       No                23       Outstanding                      Low
1206       No                13         Excellent                Very_High
1207       No                13         Excellent                Very_High
1210       No                17         Excellent                      Low
1211       No                19         Excellent                     High
1212       No                12         Excellent                Very_High
1215       No                22       Outstanding                     High
1216       No                12         Excellent                     High
1217       No                11         Excellent                      Low
1218      Yes                15         Excellent                Very_High
1219       No                13         Excellent                      Low
1220       No                12         Excellent                      Low
1221       No                14         Excellent                     High
1224       No                13         Excellent                      Low
1225       No                25       Outstanding                   Medium
1226       No                17         Excellent                Very_High
1228       No                11         Excellent                     High
1231       No                16         Excellent                      Low
1233      Yes                18         Excellent                   Medium
1234       No                20       Outstanding                     High
1235      Yes                14         Excellent                Very_High
1237      Yes                21       Outstanding                     High
1238       No                13         Excellent                   Medium
1239       No                12         Excellent                   Medium
1240       No                14         Excellent                   Medium
1241      Yes                21       Outstanding                      Low
1242      Yes                17         Excellent                     High
1243      Yes                11         Excellent                   Medium
1244      Yes                14         Excellent                Very_High
1245       No                17         Excellent                      Low
1246       No                13         Excellent                Very_High
1248      Yes                25       Outstanding                   Medium
1249       No                15         Excellent                      Low
1250       No                14         Excellent                      Low
1251      Yes                12         Excellent                Very_High
1252       No                19         Excellent                   Medium
1254       No                17         Excellent                Very_High
1255       No                14         Excellent                   Medium
1256       No                13         Excellent                     High
1257       No                12         Excellent                     High
1258       No                11         Excellent                     High
1259       No                11         Excellent                   Medium
1260      Yes                11         Excellent                   Medium
1263       No                12         Excellent                     High
1264       No                14         Excellent                   Medium
1265       No                17         Excellent                Very_High
1267       No                11         Excellent                     High
1268      Yes                14         Excellent                Very_High
1269      Yes                12         Excellent                Very_High
1270       No                22       Outstanding                Very_High
1273      Yes                14         Excellent                Very_High
1275      Yes                20       Outstanding                   Medium
1277      Yes                16         Excellent                      Low
1278      Yes                15         Excellent                Very_High
1279       No                20       Outstanding                     High
1280       No                14         Excellent                     High
1281      Yes                12         Excellent                Very_High
1282      Yes                24       Outstanding                      Low
1283       No                12         Excellent                Very_High
1285       No                13         Excellent                     High
1286      Yes                11         Excellent                     High
1288       No                14         Excellent                Very_High
1289       No                11         Excellent                Very_High
1291      Yes                14         Excellent                Very_High
1292      Yes                16         Excellent                Very_High
1293       No                14         Excellent                Very_High
1294      Yes                11         Excellent                Very_High
1295       No                11         Excellent                Very_High
1296      Yes                12         Excellent                   Medium
1297       No                14         Excellent                   Medium
1298      Yes                18         Excellent                     High
1299      Yes                13         Excellent                      Low
1301       No                11         Excellent                   Medium
1303       No                18         Excellent                Very_High
1304       No                15         Excellent                     High
1306       No                22       Outstanding                     High
1307      Yes                13         Excellent                Very_High
1308       No                12         Excellent                Very_High
1309       No                18         Excellent                      Low
1310       No                13         Excellent                      Low
1311       No                12         Excellent                      Low
1312       No                12         Excellent                      Low
1314       No                12         Excellent                     High
1315       No                11         Excellent                      Low
1317      Yes                11         Excellent                   Medium
1318      Yes                12         Excellent                     High
1319      Yes                19         Excellent                     High
1321      Yes                23       Outstanding                Very_High
1322       No                11         Excellent                      Low
1324      Yes                19         Excellent                      Low
1329       No                13         Excellent                      Low
1331      Yes                11         Excellent                      Low
1333       No                12         Excellent                     High
1334      Yes                13         Excellent                Very_High
1336       No                14         Excellent                Very_High
1338       No                14         Excellent                      Low
1340       No                16         Excellent                   Medium
1344       No                11         Excellent                Very_High
1346       No                13         Excellent                     High
1349       No                17         Excellent                Very_High
1350      Yes                11         Excellent                   Medium
1352      Yes                11         Excellent                   Medium
1355       No                15         Excellent                Very_High
1356       No                12         Excellent                Very_High
1358       No                11         Excellent                     High
1360      Yes                14         Excellent                Very_High
1361       No                22       Outstanding                     High
1362       No                16         Excellent                Very_High
1363       No                11         Excellent                     High
1364       No                14         Excellent                   Medium
1367       No                16         Excellent                   Medium
1368       No                15         Excellent                     High
1369       No                12         Excellent                   Medium
1371       No                20       Outstanding                   Medium
1372      Yes                17         Excellent                     High
1373      Yes                12         Excellent                      Low
1374       No                20       Outstanding                     High
1375       No                20       Outstanding                   Medium
1377       No                13         Excellent                      Low
1379       No                14         Excellent                     High
1380      Yes                18         Excellent                     High
1382       No                11         Excellent                Very_High
1383       No                11         Excellent                Very_High
1387       No                11         Excellent                     High
1389      Yes                15         Excellent                Very_High
1390      Yes                12         Excellent                Very_High
1391       No                11         Excellent                   Medium
1392      Yes                14         Excellent                      Low
1394      Yes                15         Excellent                Very_High
1395       No                13         Excellent                      Low
1396      Yes                13         Excellent                      Low
1397       No                21       Outstanding                   Medium
1399       No                11         Excellent                   Medium
1401      Yes                11         Excellent                   Medium
1402      Yes                14         Excellent                      Low
1403      Yes                11         Excellent                Very_High
1405      Yes                13         Excellent                Very_High
1407       No                12         Excellent                Very_High
1408       No                14         Excellent                     High
1409       No                13         Excellent                     High
1411       No                18         Excellent                      Low
1412       No                11         Excellent                     High
1415       No                11         Excellent                   Medium
1417       No                12         Excellent                Very_High
1419       No                13         Excellent                      Low
1420       No                20       Outstanding                      Low
1421      Yes                12         Excellent                      Low
1422       No                19         Excellent                Very_High
1423      Yes                21       Outstanding                     High
1424       No                13         Excellent                Very_High
1425      Yes                16         Excellent                Very_High
1427       No                12         Excellent                   Medium
1428       No                14         Excellent                   Medium
1430       No                11         Excellent                     High
1431       No                14         Excellent                     High
1433       No                12         Excellent                     High
1434       No                14         Excellent                   Medium
1435       No                16         Excellent                     High
1436       No                13         Excellent                      Low
1438       No                12         Excellent                     High
1439       No                12         Excellent                      Low
1440       No                14         Excellent                      Low
1441       No                22       Outstanding                Very_High
1443       No                19         Excellent                   Medium
1445      Yes                12         Excellent                     High
1446       No                12         Excellent                     High
1447       No                17         Excellent                      Low
1448      Yes                12         Excellent                      Low
1449       No                11         Excellent                     High
1453       No                18         Excellent                      Low
1457       No                11         Excellent                      Low
1458      Yes                23       Outstanding                   Medium
1459       No                11         Excellent                      Low
1460      Yes                18         Excellent                   Medium
1461       No                18         Excellent                Very_High
1464      Yes                13         Excellent                     High
1465      Yes                18         Excellent                Very_High
1466       No                11         Excellent                      Low
1467       No                15         Excellent                Very_High
1468       No                11         Excellent                     High
1469       No                18         Excellent                Very_High
1471       No                14         Excellent                Very_High
1472       No                12         Excellent                   Medium
1473       No                14         Excellent                   Medium
1474       No                14         Excellent                     High
1475       No                13         Excellent                     High
1477       No                14         Excellent                      Low
1478       No                18         Excellent                Very_High
1479       No                15         Excellent                     High
1480       No                13         Excellent                     High
1481       No                12         Excellent                     High
1482       No                13         Excellent                   Medium
1483       No                24       Outstanding                      Low
1484       No                14         Excellent                   Medium
1485       No                14         Excellent                Very_High
1486       No                15         Excellent                Very_High
1487       No                11         Excellent                      Low
1489      Yes                23       Outstanding                     High
1492       No                13         Excellent                      Low
1494      Yes                11         Excellent                     High
1495       No                13         Excellent                     High
1496      Yes                18         Excellent                   Medium
1497       No                14         Excellent                     High
1499       No                21       Outstanding                      Low
1501      Yes                16         Excellent                   Medium
1502       No                11         Excellent                Very_High
1503      Yes                17         Excellent                     High
1504       No                11         Excellent                     High
1506       No                14         Excellent                Very_High
1507       No                14         Excellent                Very_High
1509       No                25       Outstanding                      Low
1513       No                13         Excellent                     High
1514       No                14         Excellent                   Medium
1515      Yes                17         Excellent                      Low
1516       No                25       Outstanding                   Medium
1520       No                20       Outstanding                      Low
1522       No                13         Excellent                     High
1523       No                13         Excellent                     High
1525       No                18         Excellent                Very_High
1527       No                12         Excellent                Very_High
1529       No                19         Excellent                Very_High
1533       No                14         Excellent                   Medium
1534       No                14         Excellent                   Medium
1535      Yes                14         Excellent                Very_High
1537       No                12         Excellent                      Low
1539      Yes                13         Excellent                Very_High
1541      Yes                25       Outstanding                   Medium
1542       No                14         Excellent                   Medium
1543       No                17         Excellent                      Low
1544       No                13         Excellent                     High
1545       No                13         Excellent                Very_High
1546       No                20       Outstanding                Very_High
1547      Yes                14         Excellent                     High
1548       No                12         Excellent                Very_High
1549      Yes                12         Excellent                   Medium
1550      Yes                21       Outstanding                Very_High
1551       No                14         Excellent                   Medium
1552      Yes                18         Excellent                     High
1553       No                12         Excellent                      Low
1554       No                23       Outstanding                      Low
1555       No                12         Excellent                      Low
1556      Yes                21       Outstanding                Very_High
1557       No                14         Excellent                     High
1558       No                18         Excellent                      Low
1560       No                13         Excellent                Very_High
1562       No                11         Excellent                Very_High
1563       No                11         Excellent                     High
1564       No                19         Excellent                   Medium
1568       No                12         Excellent                   Medium
1569      Yes                12         Excellent                Very_High
1572       No                16         Excellent                   Medium
1573       No                11         Excellent                      Low
1574       No                14         Excellent                   Medium
1576       No                12         Excellent                Very_High
1577       No                13         Excellent                     High
1578       No                21       Outstanding                     High
1580       No                17         Excellent                   Medium
1581       No                21       Outstanding                      Low
1582       No                11         Excellent                Very_High
1583       No                12         Excellent                   Medium
1585       No                13         Excellent                      Low
1586      Yes                18         Excellent                Very_High
1587      Yes                16         Excellent                     High
1588       No                11         Excellent                      Low
1590       No                19         Excellent                Very_High
1591      Yes                16         Excellent                     High
1592       No                16         Excellent                Very_High
1594      Yes                13         Excellent                Very_High
1595       No                22       Outstanding                Very_High
1596       No                17         Excellent                Very_High
1597       No                14         Excellent                   Medium
1598       No                15         Excellent                     High
1599       No                12         Excellent                     High
1601       No                18         Excellent                Very_High
1602       No                15         Excellent                   Medium
1604      Yes                17         Excellent                     High
1605      Yes                14         Excellent                   Medium
1606      Yes                15         Excellent                     High
1607       No                17         Excellent                Very_High
1608      Yes                14         Excellent                Very_High
1609       No                12         Excellent                   Medium
1611      Yes                14         Excellent                      Low
1612       No                15         Excellent                      Low
1613       No                13         Excellent                Very_High
1614      Yes                12         Excellent                   Medium
1615       No                13         Excellent                      Low
1617       No                14         Excellent                Very_High
1618       No                13         Excellent                Very_High
1619       No                11         Excellent                      Low
1621       No                11         Excellent                Very_High
1622       No                21       Outstanding                   Medium
1623       No                18         Excellent                     High
1624      Yes                12         Excellent                     High
1625       No                11         Excellent                     High
1627       No                15         Excellent                Very_High
1628       No                13         Excellent                Very_High
1630       No                12         Excellent                Very_High
1631       No                17         Excellent                      Low
1633       No                13         Excellent                Very_High
1635       No                19         Excellent                      Low
1638      Yes                19         Excellent                Very_High
1639       No                17         Excellent                     High
1640       No                11         Excellent                      Low
1641      Yes                15         Excellent                Very_High
1642      Yes                11         Excellent                     High
1644       No                25       Outstanding                   Medium
1645      Yes                14         Excellent                Very_High
1646      Yes                13         Excellent                     High
1647       No                17         Excellent                      Low
1648       No                13         Excellent                     High
1649      Yes                14         Excellent                   Medium
1650       No                11         Excellent                     High
1651       No                12         Excellent                     High
1653       No                17         Excellent                     High
1654       No                21       Outstanding                     High
1655       No                16         Excellent                   Medium
1656       No                15         Excellent                     High
1657       No                19         Excellent                      Low
1658       No                12         Excellent                     High
1659       No                11         Excellent                     High
1661      Yes                19         Excellent                   Medium
1662       No                15         Excellent                     High
1664       No                20       Outstanding                      Low
1665       No                25       Outstanding                     High
1666       No                24       Outstanding                      Low
1667      Yes                24       Outstanding                      Low
1668       No                15         Excellent                Very_High
1669      Yes                13         Excellent                   Medium
1670       No                14         Excellent                     High
1671       No                13         Excellent                     High
1673       No                11         Excellent                      Low
1674      Yes                16         Excellent                   Medium
1675       No                22       Outstanding                   Medium
1676       No                14         Excellent                     High
1677       No                14         Excellent                      Low
1678      Yes                16         Excellent                Very_High
1680       No                11         Excellent                      Low
1681      Yes                25       Outstanding                     High
1682       No                14         Excellent                   Medium
1683      Yes                18         Excellent                      Low
1684      Yes                11         Excellent                      Low
1687       No                19         Excellent                Very_High
1689       No                15         Excellent                     High
1691      Yes                11         Excellent                     High
1692       No                12         Excellent                      Low
1693       No                20       Outstanding                     High
1694       No                12         Excellent                Very_High
1696       No                14         Excellent                     High
1697       No                20       Outstanding                     High
1698       No                18         Excellent                Very_High
1700       No                14         Excellent                     High
1701       No                12         Excellent                   Medium
1702      Yes                21       Outstanding                   Medium
1703      Yes                19         Excellent                   Medium
1704      Yes                14         Excellent                     High
1706      Yes                17         Excellent                      Low
1707       No                16         Excellent                Very_High
1708       No                12         Excellent                   Medium
1709       No                17         Excellent                     High
1710       No                15         Excellent                     High
1712       No                23       Outstanding                Very_High
1714       No                11         Excellent                     High
1716       No                11         Excellent                     High
1718       No                15         Excellent                     High
1719       No                11         Excellent                     High
1720       No                13         Excellent                      Low
1721       No                14         Excellent                Very_High
1722       No                19         Excellent                   Medium
1724      Yes                16         Excellent                   Medium
1725       No                13         Excellent                   Medium
1727       No                14         Excellent                Very_High
1728       No                16         Excellent                   Medium
1729       No                12         Excellent                   Medium
1731       No                11         Excellent                Very_High
1732      Yes                12         Excellent                   Medium
1733      Yes                13         Excellent                   Medium
1734       No                15         Excellent                   Medium
1735       No                13         Excellent                     High
1736       No                20       Outstanding                Very_High
1737      Yes                15         Excellent                Very_High
1739       No                13         Excellent                     High
1740       No                14         Excellent                   Medium
1744       No                21       Outstanding                     High
1745       No                16         Excellent                Very_High
1746       No                14         Excellent                Very_High
1747       No                11         Excellent                     High
1749       No                19         Excellent                     High
1751       No                11         Excellent                     High
1752       No                13         Excellent                     High
1753      Yes                12         Excellent                Very_High
1754       No                11         Excellent                      Low
1755      Yes                14         Excellent                      Low
1756       No                15         Excellent                Very_High
1757       No                12         Excellent                     High
1758      Yes                20       Outstanding                     High
1760       No                14         Excellent                   Medium
1761       No                13         Excellent                      Low
1762       No                13         Excellent                     High
1763       No                16         Excellent                     High
1764       No                14         Excellent                   Medium
1766      Yes                16         Excellent                     High
1767      Yes                16         Excellent                Very_High
1768       No                22       Outstanding                   Medium
1770       No                12         Excellent                   Medium
1771       No                15         Excellent                Very_High
1772       No                20       Outstanding                   Medium
1774      Yes                14         Excellent                     High
1775      Yes                20       Outstanding                Very_High
1778       No                13         Excellent                   Medium
1779       No                12         Excellent                      Low
1780       No                13         Excellent                   Medium
1782       No                11         Excellent                   Medium
1783      Yes                17         Excellent                     High
1784       No                14         Excellent                      Low
1786       No                11         Excellent                Very_High
1787       No                14         Excellent                      Low
1789      Yes                17         Excellent                     High
1790      Yes                13         Excellent                Very_High
1792      Yes                12         Excellent                     High
1794       No                13         Excellent                     High
1797      Yes                18         Excellent                Very_High
1798       No                19         Excellent                   Medium
1799       No                11         Excellent                     High
1800       No                21       Outstanding                     High
1801       No                15         Excellent                     High
1802       No                17         Excellent                Very_High
1803       No                18         Excellent                     High
1804       No                14         Excellent                     High
1805       No                13         Excellent                Very_High
1807       No                17         Excellent                     High
1809       No                15         Excellent                   Medium
1812       No                18         Excellent                Very_High
1813       No                13         Excellent                     High
1814       No                12         Excellent                      Low
1815      Yes                13         Excellent                Very_High
1816       No                14         Excellent                   Medium
1818      Yes                11         Excellent                     High
1821       No                22       Outstanding                Very_High
1822       No                17         Excellent                Very_High
1823       No                21       Outstanding                     High
1824       No                22       Outstanding                Very_High
1826       No                16         Excellent                   Medium
1827      Yes                12         Excellent                     High
1829       No                12         Excellent                   Medium
1830       No                15         Excellent                   Medium
1833       No                14         Excellent                Very_High
1834       No                25       Outstanding                     High
1835      Yes                20       Outstanding                      Low
1836       No                13         Excellent                      Low
1837      Yes                14         Excellent                   Medium
1839       No                16         Excellent                     High
1842       No                17         Excellent                     High
1844      Yes                15         Excellent                Very_High
1845       No                22       Outstanding                   Medium
1847      Yes                22       Outstanding                Very_High
1849       No                20       Outstanding                     High
1850      Yes                14         Excellent                     High
1852       No                13         Excellent                   Medium
1853       No                13         Excellent                     High
1854       No                22       Outstanding                   Medium
1856       No                12         Excellent                     High
1857       No                14         Excellent                     High
1858       No                15         Excellent                   Medium
1859       No                17         Excellent                Very_High
1860       No                13         Excellent                Very_High
1862      Yes                12         Excellent                     High
1863       No                12         Excellent                Very_High
1864       No                21       Outstanding                Very_High
1865       No                11         Excellent                Very_High
1866       No                13         Excellent                Very_High
1867       No                12         Excellent                Very_High
1868      Yes                24       Outstanding                   Medium
1869       No                21       Outstanding                     High
1870       No                19         Excellent                Very_High
1871       No                14         Excellent                   Medium
1873       No                20       Outstanding                   Medium
1875       No                19         Excellent                Very_High
1876       No                13         Excellent                     High
1878      Yes                23       Outstanding                      Low
1880      Yes                13         Excellent                      Low
1881       No                11         Excellent                      Low
1882      Yes                13         Excellent                Very_High
1883       No                14         Excellent                   Medium
1885      Yes                22       Outstanding                     High
1886      Yes                11         Excellent                Very_High
1888       No                13         Excellent                Very_High
1890       No                21       Outstanding                Very_High
1892       No                11         Excellent                      Low
1893      Yes                13         Excellent                     High
1898       No                14         Excellent                   Medium
1900       No                11         Excellent                   Medium
1903       No                15         Excellent                Very_High
1905      Yes                23       Outstanding                   Medium
1907       No                16         Excellent                Very_High
1908       No                16         Excellent                     High
1909       No                21       Outstanding                     High
1911       No                13         Excellent                   Medium
1912      Yes                11         Excellent                Very_High
1915      Yes                12         Excellent                     High
1916       No                12         Excellent                   Medium
1918       No                18         Excellent                      Low
1922       No                12         Excellent                     High
1924       No                14         Excellent                   Medium
1927      Yes                12         Excellent                     High
1928       No                17         Excellent                Very_High
1929       No                19         Excellent                     High
1931       No                11         Excellent                     High
1932      Yes                15         Excellent                   Medium
1933      Yes                11         Excellent                Very_High
1934       No                18         Excellent                     High
1935       No                16         Excellent                     High
1936       No                25       Outstanding                Very_High
1937      Yes                16         Excellent                     High
1938      Yes                13         Excellent                     High
1939      Yes                14         Excellent                      Low
1940       No                19         Excellent                Very_High
1941       No                15         Excellent                Very_High
1943      Yes                12         Excellent                     High
1944       No                12         Excellent                      Low
1945       No                16         Excellent                Very_High
1947       No                14         Excellent                     High
1948      Yes                13         Excellent                Very_High
1949       No                22       Outstanding                   Medium
1950       No                21       Outstanding                      Low
1951       No                18         Excellent                     High
1952       No                13         Excellent                Very_High
1954       No                12         Excellent                      Low
1955       No                18         Excellent                   Medium
1956       No                21       Outstanding                   Medium
1960       No                12         Excellent                      Low
1961       No                14         Excellent                      Low
1962      Yes                11         Excellent                Very_High
1965       No                14         Excellent                      Low
1966       No                24       Outstanding                   Medium
1967      Yes                11         Excellent                     High
1968      Yes                13         Excellent                   Medium
1969       No                11         Excellent                     High
1970       No                20       Outstanding                     High
1971       No                17         Excellent                   Medium
1972      Yes                11         Excellent                   Medium
1973      Yes                18         Excellent                      Low
1974      Yes                11         Excellent                     High
1975       No                12         Excellent                      Low
1976       No                12         Excellent                Very_High
1979       No                20       Outstanding                     High
1980      Yes                19         Excellent                Very_High
1981       No                12         Excellent                   Medium
1982       No                13         Excellent                     High
1985       No                11         Excellent                      Low
1986       No                14         Excellent                     High
1987       No                14         Excellent                     High
1989       No                13         Excellent                     High
1992      Yes                19         Excellent                     High
1993       No                23       Outstanding                   Medium
1994       No                12         Excellent                     High
1995       No                15         Excellent                      Low
1996       No                19         Excellent                     High
1997       No                11         Excellent                Very_High
1998      Yes                17         Excellent                     High
1999       No                22       Outstanding                      Low
2000       No                18         Excellent                      Low
2003      Yes                11         Excellent                     High
2007       No                12         Excellent                Very_High
2008       No                19         Excellent                   Medium
2009      Yes                13         Excellent                      Low
2010       No                13         Excellent                     High
2012       No                19         Excellent                     High
2013       No                14         Excellent                   Medium
2014       No                13         Excellent                      Low
2015       No                12         Excellent                      Low
2016       No                19         Excellent                     High
2017      Yes                25       Outstanding                      Low
2018      Yes                22       Outstanding                   Medium
2019       No                15         Excellent                   Medium
2020      Yes                12         Excellent                     High
2021      Yes                11         Excellent                Very_High
2022       No                13         Excellent                     High
2023       No                19         Excellent                      Low
2024       No                19         Excellent                     High
2025       No                13         Excellent                   Medium
2026       No                21       Outstanding                      Low
2027      Yes                14         Excellent                   Medium
2031       No                11         Excellent                      Low
2032       No                11         Excellent                Very_High
2034       No                23       Outstanding                     High
2035       No                21       Outstanding                Very_High
2036       No                24       Outstanding                      Low
2037       No                11         Excellent                     High
2038       No                14         Excellent                Very_High
2040      Yes                16         Excellent                     High
2041       No                11         Excellent                     High
2044       No                12         Excellent                Very_High
2045       No                13         Excellent                      Low
2046       No                15         Excellent                     High
2048       No                14         Excellent                Very_High
2049      Yes                14         Excellent                Very_High
2051       No                14         Excellent                   Medium
2052       No                12         Excellent                Very_High
2053      Yes                13         Excellent                      Low
2054       No                14         Excellent                   Medium
2055      Yes                13         Excellent                   Medium
2056       No                11         Excellent                      Low
2057       No                19         Excellent                   Medium
2060       No                18         Excellent                Very_High
2061       No                17         Excellent                     High
2062       No                15         Excellent                      Low
2064      Yes                20       Outstanding                   Medium
2065       No                14         Excellent                Very_High
2068       No                12         Excellent                      Low
     StockOptionLevel TotalWorkingYears TrainingTimesLastYear WorkLifeBalance
1                   0                 8                     0             Bad
2                   1                10                     3          Better
4                   0                 7                     3          Better
5                   0                 8                     3          Better
7                   1                 6                     3          Better
8                   0                 8                     2            Good
10                  3                12                     3            Good
11                  1                 1                     2          Better
12                  0                10                     2          Better
13                  2                17                     3            Good
14                  1                 6                     5          Better
15                  0                10                     3          Better
16                  1                 5                     1            Good
18                  1                 3                     2          Better
19                  0                 6                     4          Better
20                  1                10                     1          Better
21                  2                 7                     5            Good
22                  2                 1                     2            Good
23                  0                31                     3          Better
24                  0                 6                     3          Better
26                  1                 5                     5            Good
27                  0                10                     4          Better
28                  0                13                     4          Better
30                  0                 0                     6          Better
31                  0                 8                     2          Better
32                  1                26                     3            Good
33                  0                10                     5          Better
35                  1                10                     2          Better
36                  1                24                     4          Better
38                  0                22                     2            Good
39                  0                 7                     3          Better
40                  0                 9                     5            Best
41                  0                10                     5          Better
42                  1                19                     6            Best
45                  1                 6                     2            Good
46                  2                 6                     3            Good
47                  0                 3                     2          Better
49                  0                 2                     3          Better
51                  1                 6                     3            Best
52                  2                10                     3          Better
53                  1                 1                     3          Better
54                  1                 1                     6          Better
55                  0                 1                     2            Good
56                  0                 9                     0          Better
57                  0                12                     2          Better
58                  0                23                     0          Better
60                  0                10                     2          Better
61                  0                 8                     1          Better
62                  0                14                     4          Better
63                  0                 1                     2          Better
64                  0                23                     2          Better
65                  0                 2                     3            Good
68                  1                 9                     2            Good
70                  1                10                     3          Better
72                  1                 5                     2            Good
73                  0                15                     1          Better
74                  1                 9                     3            Good
75                  1                 4                     3          Better
76                  1                10                     3            Good
77                  1                 7                     2            Best
78                  1                 9                     3          Better
79                  0                10                     2          Better
80                  1                29                     2            Good
81                  0                28                     3            Good
83                  3                17                     2          Better
84                  3                21                     2          Better
85                  0                 6                     3          Better
86                  1                25                     2          Better
88                  1                 5                     2            Good
90                  1                 2                     0            Good
91                  0                20                     2            Good
94                  1                 6                     3          Better
95                  0                 1                     4          Better
96                  2                10                     3          Better
97                  0                 5                     3          Better
98                  0                11                     2          Better
100                 0                16                     2          Better
101                 0                17                     3            Best
102                 0                16                     3            Best
103                 1                16                     2          Better
104                 2                10                     1            Good
105                 0                 6                     3          Better
106                 1                24                     4          Better
107                 3                17                     3          Better
110                 0                 5                     2          Better
112                 0                37                     3            Good
113                 1                 3                     3          Better
116                 2                10                     4          Better
117                 3                11                     3          Better
118                 0                 9                     3          Better
119                 1                22                     3            Good
120                 0                11                     2             Bad
121                 3                11                     4            Good
124                 1                21                     5            Good
125                 0                12                     0          Better
126                 1                16                     5             Bad
128                 1                 4                     2            Good
129                 0                 5                     3            Best
131                 0                38                     1            Good
132                 1                17                     3            Best
133                 0                 7                     3          Better
134                 0                 1                     2          Better
137                 0                 1                     5          Better
138                 0                16                     3          Better
139                 1                17                     2            Best
140                 1                30                     3          Better
141                 0                28                     1            Good
142                 0                 6                     1          Better
143                 2                 2                     2          Better
144                 0                 1                     5          Better
145                 0                23                     1            Good
147                 0                 9                     3          Better
148                 0                23                     3          Better
150                 1                 6                     2          Better
151                 1                12                     3          Better
152                 0                12                     3          Better
153                 0                14                     6          Better
154                 1                10                     6          Better
155                 1                 7                     2          Better
158                 2                25                     3            Best
159                 3                10                     2            Good
160                 1                 8                     2            Best
161                 3                 7                     2          Better
162                 0                23                     5          Better
163                 0                12                     3            Good
164                 0                 5                     3            Good
165                 1                40                     3            Good
167                 0                 0                     2            Good
169                 1                 3                     2          Better
170                 0                16                     2            Good
171                 0                18                     2          Better
174                 0                16                     3          Better
175                 1                 4                     2          Better
176                 1                12                     2          Better
177                 1                 8                     3          Better
178                 2                 7                     0          Better
179                 0                18                     2          Better
182                 1                17                     1            Best
183                 0                 6                     3          Better
184                 0                12                     2             Bad
190                 0                10                     2            Best
192                 0                 9                     2            Good
193                 0                19                     2          Better
194                 0                 5                     4            Good
195                 3                 9                     2            Best
197                 1                 8                     3          Better
198                 0                 6                     3          Better
199                 1                21                     2            Good
200                 1                 7                     2          Better
201                 0                 1                     3          Better
202                 1                20                     2          Better
204                 2                10                     3          Better
205                 1                13                     3             Bad
206                 1                20                     2             Bad
207                 0                 9                     2          Better
208                 1                10                     1          Better
211                 0                10                     2          Better
214                 1                 9                     3            Good
215                 1                15                     2            Good
216                 1                 6                     3          Better
217                 2                 2                     6          Better
218                 1                 6                     1             Bad
221                 1                 5                     2             Bad
223                 1                12                     2             Bad
224                 1                 1                     2            Good
226                 0                21                     5          Better
227                 1                13                     2          Better
228                 1                12                     2          Better
230                 0                12                     2            Best
231                 0                 8                     2          Better
233                 1                 6                     3            Good
235                 0                 1                     5            Best
238                 0                13                     3            Good
239                 2                12                     4          Better
240                 1                 9                     3            Best
241                 1                19                     3          Better
242                 0                 4                     2            Best
243                 0                 1                     3            Good
244                 3                24                     2          Better
245                 0                 2                     3          Better
246                 1                 7                     0          Better
247                 0                 9                     3          Better
248                 0                 4                     5            Good
249                 1                 5                     2            Good
250                 2                 5                     3          Better
252                 1                 8                     5          Better
253                 1                21                     2          Better
254                 0                36                     3          Better
256                 0                10                     2            Good
258                 0                21                     6          Better
259                 1                34                     5          Better
260                 0                 7                     2            Good
261                 0                 8                     1          Better
262                 3                 7                     3            Best
264                 1                22                     1          Better
267                 1                 8                     3            Good
269                 0                10                     5          Better
270                 1                11                     5          Better
271                 0                14                     3          Better
273                 1                 9                     3             Bad
274                 1                 6                     1          Better
275                 2                 7                     0          Better
277                 1                 5                     4            Best
281                 1                15                     2            Best
282                 0                17                     2          Better
283                 3                10                     3            Good
284                 1                 4                     2            Good
286                 0                 8                     2          Better
287                 1                 5                     5             Bad
288                 1                17                     3          Better
291                 0                14                     2            Good
292                 0                12                     2          Better
293                 0                 7                     2          Better
296                 2                16                     5             Bad
297                 0                 8                     5          Better
298                 0                16                     3          Better
299                 0                 9                     5            Good
300                 0                 7                     1            Good
302                 0                23                     2          Better
303                 1                16                     4          Better
304                 0                16                     3            Best
305                 0                 7                     3          Better
306                 3                10                     1          Better
307                 2                17                     6            Good
308                 1                 6                     2          Better
309                 1                 7                     6          Better
311                 1                13                     2          Better
312                 1                11                     5          Better
314                 0                10                     3            Best
315                 0                 4                     3            Good
316                 0                 6                     3            Good
319                 0                22                     3          Better
321                 0                 7                     2            Good
323                 1                32                     3            Good
325                 1                 8                     2             Bad
327                 1                22                     3          Better
328                 0                13                     3            Best
329                 0                33                     2            Best
330                 1                 6                     5          Better
331                 0                 4                     2             Bad
332                 3                 7                     1          Better
333                 0                 4                     2          Better
334                 2                17                     2            Good
335                 2                 9                     3          Better
336                 1                25                     2          Better
337                 1                 9                     3          Better
338                 1                 2                     2            Good
339                 1                13                     3          Better
340                 1                17                     2            Good
341                 1                 9                     1          Better
342                 2                17                     5          Better
343                 0                20                     1          Better
346                 0                 6                     1          Better
347                 0                10                     1          Better
349                 1                10                     2          Better
350                 2                 5                     3          Better
351                 1                10                     4          Better
352                 1                22                     5          Better
353                 0                 1                     0            Good
355                 0                 6                     2            Best
359                 0                 5                     3             Bad
361                 1                13                     0          Better
362                 0                 9                     5          Better
363                 1                28                     2            Good
364                 0                 5                     5             Bad
366                 2                10                     2          Better
367                 1                10                     2          Better
369                 2                 6                     2          Better
372                 0                21                     2          Better
373                 1                16                     4          Better
374                 0                37                     2          Better
376                 1                10                     2            Good
377                 1                 5                     3            Good
378                 1                 7                     5            Best
379                 0                 3                     4            Best
380                 2                15                     2          Better
381                 1                10                     6            Good
382                 1                 8                     3          Better
384                 1                 6                     6             Bad
385                 2                28                     4            Good
386                 3                21                     5            Good
387                 0                20                     3          Better
388                 0                10                     3            Good
389                 1                12                     4          Better
390                 1                 5                     3          Better
391                 0                17                     3          Better
392                 1                19                     0             Bad
393                 1                10                     2          Better
394                 1                 5                     2          Better
395                 0                 5                     3          Better
396                 0                22                     4          Better
397                 0                10                     2          Better
399                 1                 2                     5            Good
401                 0                 8                     0          Better
403                 3                 4                     3            Good
404                 1                23                     2            Best
405                 0                 0                     2          Better
406                 2                12                     3            Good
407                 2                 4                     2          Better
408                 1                13                     3          Better
410                 0                22                     2          Better
411                 0                 0                     2          Better
412                 0                 9                     2          Better
416                 1                10                     3            Good
417                 3                19                     5            Good
419                 1                11                     3          Better
420                 1                13                     3            Good
421                 1                19                     2          Better
422                 1                12                     2          Better
423                 1                 6                     4          Better
424                 0                 9                     1          Better
425                 1                24                     2          Better
426                 1                 3                     2             Bad
428                 2                12                     2          Better
429                 0                21                     3          Better
430                 0                 9                     5          Better
431                 0                25                     2          Better
433                 0                11                     3            Good
434                 0                 4                     2            Good
436                 0                13                     2          Better
437                 0                 5                     3          Better
438                 3                13                     3          Better
439                 0                10                     0            Good
440                 0                 5                     4            Good
441                 2                11                     2          Better
442                 1                10                     2          Better
444                 1                21                     2          Better
445                 0                12                     3            Good
446                 0                 9                     6            Good
447                 1                21                     2          Better
448                 1                 9                     3            Best
449                 1                 6                     0          Better
450                 0                20                     4            Good
451                 1                10                     1            Good
452                 2                12                     3          Better
453                 3                 6                     2            Good
454                 0                 7                     4            Good
455                 0                 4                     2          Better
456                 3                10                     2          Better
458                 1                 8                     3          Better
460                 2                 8                     2            Good
461                 1                12                     3          Better
462                 0                11                     2            Good
463                 2                 7                     2          Better
464                 0                17                     5          Better
465                 2                 4                     2            Good
466                 0                 8                     3          Better
467                 0                 5                     3          Better
468                 0                16                     2          Better
469                 1                 4                     3            Good
470                 1                 4                     5          Better
471                 1                 8                     4          Better
473                 1                15                     3             Bad
474                 2                13                     2          Better
475                 1                 4                     2            Best
476                 1                 8                     3          Better
477                 0                14                     6          Better
478                 0                 3                     3          Better
479                 0                 7                     6          Better
481                 1                16                     2          Better
482                 0                15                     2          Better
483                 1                10                     3          Better
484                 0                 3                     3            Good
485                 0                 1                     2          Better
486                 1                17                     3          Better
487                 0                 7                     2            Best
488                 0                 8                     5          Better
491                 0                20                     2          Better
492                 2                 8                     6          Better
493                 0                 3                     5          Better
494                 0                 1                     0          Better
495                 0                 6                     4          Better
496                 0                10                     5          Better
497                 1                 5                     2          Better
498                 0                 7                     1          Better
499                 0                26                     2          Better
500                 1                18                     2            Good
501                 1                 6                     3          Better
502                 0                 9                     3            Good
505                 0                30                     2          Better
507                 1                 5                     2            Best
508                 1                 1                     3          Better
510                 0                 7                     2          Better
511                 1                 2                     1          Better
513                 2                10                     2          Better
514                 0                 3                     4          Better
515                 1                18                     2            Good
516                 2                 8                     5          Better
517                 1                 8                     5          Better
518                 0                18                     2            Good
520                 1                25                     3          Better
521                 1                20                     3          Better
522                 1                24                     4            Good
523                 1                 6                     3          Better
524                 1                13                     5             Bad
525                 1                 8                     1          Better
526                 0                 8                     3          Better
527                 0                 5                     3          Better
529                 2                15                     2          Better
530                 1                 4                     3          Better
531                 1                21                     3          Better
532                 3                36                     0            Good
533                 0                 6                     6          Better
534                 1                10                     2          Better
536                 1                10                     2          Better
538                 1                 6                     5          Better
543                 0                28                     4          Better
544                 2                 8                     3            Good
546                 0                31                     2             Bad
547                 1                19                     3          Better
548                 0                11                     2          Better
549                 0                33                     5             Bad
550                 1                19                     5            Good
551                 3                 7                     4            Best
554                 0                 6                     4          Better
555                 1                 3                     3            Good
556                 1                 1                     3          Better
558                 0                21                     2          Better
560                 2                 3                     3             Bad
562                 1                 9                     3             Bad
564                 0                10                     2          Better
565                 0                 6                     2            Best
566                 0                 1                     3            Best
567                 0                10                     3          Better
568                 1                32                     3            Good
569                 1                28                     2          Better
571                 0                12                     2            Good
573                 0                22                     5            Best
574                 3                20                     2          Better
575                 0                26                     2             Bad
577                 0                 6                     2          Better
578                 0                19                     3          Better
579                 1                14                     3          Better
580                 1                15                     3          Better
581                 1                13                     6            Best
582                 0                15                     2            Best
584                 3                 8                     2          Better
585                 0                 4                     3          Better
586                 0                10                     2          Better
587                 0                12                     2          Better
590                 3                11                     2          Better
591                 1                 8                     4          Better
592                 0                10                     3            Good
593                 0                 4                     3          Better
595                 1                14                     2          Better
597                 0                37                     2          Better
599                 0                16                     3          Better
600                 0                15                     2          Better
601                 0                22                     3          Better
602                 1                 8                     3          Better
604                 0                10                     2            Best
605                 1                10                     5            Good
606                 1                 9                     3            Best
608                 1                 8                     2            Good
611                 2                 8                     2            Best
612                 1                10                     2          Better
613                 1                10                     3            Good
614                 0                 0                     3          Better
615                 1                20                     2          Better
616                 0                10                     3          Better
618                 2                 8                     5          Better
620                 0                 5                     3          Better
621                 0                10                     3          Better
622                 0                 1                     3             Bad
623                 0                12                     3            Best
624                 0                28                     3            Good
625                 1                22                     2          Better
626                 1                 9                     6          Better
630                 2                18                     3          Better
631                 0                 6                     2          Better
632                 2                 3                     3          Better
634                 1                18                     4          Better
635                 1                 8                     2            Good
638                 1                31                     5          Better
639                 2                 6                     3          Better
641                 2                 6                     5            Best
643                 1                 1                     2          Better
644                 1                32                     2          Better
645                 0                 7                     1          Better
647                 1                 6                     4          Better
648                 1                 1                     2            Best
649                 1                 6                     3          Better
650                 0                 9                     2             Bad
652                 0                 9                     3          Better
653                 2                13                     4            Best
655                 2                 6                     5            Good
656                 1                17                     3            Good
657                 0                 1                     0            Best
659                 2                10                     4          Better
661                 1                21                     3            Good
662                 0                 8                     3            Good
663                 1                10                     3          Better
664                 1                21                     3             Bad
665                 0                10                     1            Best
666                 2                 8                     3          Better
667                 1                 5                     3          Better
669                 0                 3                     2          Better
671                 1                26                     2            Best
675                 0                 3                     3          Better
677                 0                 6                     3          Better
679                 1                 6                     2            Good
680                 1                 1                     2          Better
682                 0                18                     2            Best
683                 1                10                     4            Good
684                 2                 5                     4          Better
686                 1                 3                     2          Better
689                 1                10                     2          Better
690                 1                 6                     5            Good
691                 0                17                     3          Better
692                 1                15                     2             Bad
698                 1                16                     1            Best
699                 1                13                     2          Better
700                 0                 5                     0          Better
701                 0                 1                     5          Better
702                 0                10                     3          Better
704                 2                 1                     3          Better
705                 1                 5                     3            Best
707                 1                 4                     4          Better
709                 0                 8                     2          Better
710                 1                10                     5          Better
712                 0                12                     3          Better
714                 2                 6                     3          Better
715                 0                 4                     2          Better
716                 3                20                     3          Better
717                 0                 9                     3            Best
720                 0                 4                     3          Better
721                 0                20                     4          Better
722                 0                10                     2            Good
723                 1                18                     4          Better
724                 0                10                     4            Good
725                 0                 9                     3          Better
727                 0                10                     6          Better
728                 0                20                     2          Better
729                 1                20                     2          Better
730                 0                32                     3          Better
731                 3                23                     2            Good
732                 0                10                     1          Better
733                 2                 9                     4            Good
734                 1                22                     3          Better
738                 1                 4                     2          Better
741                 0                10                     4          Better
742                 1                10                     2          Better
743                 0                10                     4            Best
744                 0                 9                     5          Better
746                 2                28                     2            Good
747                 1                10                     2            Good
749                 0                 1                     6          Better
752                 0                 7                     2          Better
754                 1                 7                     5          Better
757                 0                10                     2          Better
758                 1                 5                     2            Best
760                 1                12                     3             Bad
762                 0                30                     1            Good
763                 0                 5                     2            Good
764                 0                 9                     2             Bad
766                 2                 2                     2          Better
769                 0                19                     4          Better
771                 1                16                     2            Best
772                 2                10                     2          Better
773                 1                 6                     0             Bad
775                 1                 7                     3          Better
776                 0                34                     3            Best
780                 0                10                     2            Good
781                 0                 6                     5            Good
783                 0                 9                     3          Better
784                 0                 2                     3          Better
785                 0                 8                     2          Better
786                 0                 6                     5          Better
787                 1                24                     2          Better
789                 0                10                     1          Better
791                 1                 5                     3          Better
792                 1                 5                     2          Better
793                 1                11                     3            Good
796                 0                 6                     2            Good
797                 0                10                     2          Better
799                 2                 9                     4          Better
800                 1                 5                     3          Better
802                 2                 6                     3            Good
803                 0                17                     2          Better
804                 0                 6                     3          Better
805                 1                 3                     1            Good
806                 2                 7                     2          Better
807                 1                 8                     2          Better
808                 1                 6                     1          Better
809                 1                24                     4            Good
811                 2                 1                     2          Better
812                 3                 1                     4          Better
813                 1                 9                     3          Better
815                 0                30                     3          Better
816                 1                 1                     1          Better
817                 0                14                     3            Best
819                 0                 6                     3          Better
820                 1                26                     3            Good
823                 1                10                     2          Better
824                 1                10                     3          Better
825                 0                40                     2          Better
826                 0                 7                     0          Better
827                 1                 8                     4          Better
828                 0                 5                     3            Good
829                 1                 8                     2          Better
830                 1                14                     3          Better
832                 0                10                     6          Better
833                 0                12                     4            Good
834                 0                 1                     3          Better
836                 1                10                     3            Good
837                 1                13                     3            Good
838                 0                 6                     3          Better
840                 2                 9                     3            Best
842                 0                12                     3            Good
843                 1                22                     3          Better
844                 1                 9                     3          Better
845                 0                17                     3            Best
846                 0                 8                     2          Better
847                 1                 4                     1             Bad
848                 1                 8                     2          Better
850                 3                 0                     6            Good
851                 1                29                     2            Good
852                 0                10                     2            Good
854                 0                 6                     3            Good
855                 1                 9                     5          Better
856                 0                 6                     3            Good
857                 1                18                     1            Good
859                 1                 8                     3            Good
861                 1                10                     3            Good
862                 1                35                     3          Better
864                 1                18                     2          Better
865                 1                 9                     3            Good
867                 0                31                     3          Better
868                 2                 9                     2          Better
869                 1                 6                     6          Better
872                 2                 4                     2             Bad
874                 1                10                     2            Good
875                 0                 8                     2          Better
878                 0                 6                     3          Better
879                 0                 5                     3          Better
880                 1                17                     2          Better
881                 1                10                     3            Good
882                 1                 4                     2          Better
885                 0                 5                     1            Best
887                 1                 7                     2          Better
888                 0                 6                     2            Good
889                 1                10                     3          Better
893                 1                 3                     3          Better
894                 1                17                     1            Good
895                 1                 8                     2          Better
896                 3                 5                     3          Better
897                 1                28                     3          Better
899                 0                16                     2          Better
900                 1                10                     3          Better
901                 0                33                     0          Better
902                 1                12                     2            Good
903                 1                 8                     2          Better
904                 0                10                     2          Better
905                 1                31                     3          Better
909                 2                13                     2          Better
910                 1                 7                     4            Best
911                 0                 1                     2             Bad
912                 3                 8                     5          Better
913                 0                 8                     0          Better
916                 0                 4                     3          Better
918                 1                 3                     3            Good
920                 1                 4                     2            Best
922                 0                 2                     3            Good
923                 0                 1                     3            Good
924                 1                17                     2            Good
925                 0                 3                     3            Good
926                 1                 4                     3            Best
927                 1                10                     1            Good
930                 1                 6                     2          Better
932                 0                 8                     2             Bad
933                 0                 1                     2          Better
934                 2                 1                     3          Better
936                 0                10                     6          Better
939                 0                 6                     1          Better
940                 1                24                     3          Better
941                 0                13                     2            Best
942                 1                10                     2             Bad
944                 1                29                     3            Good
945                 2                13                     2            Good
947                 1                 9                     2            Good
949                 0                 8                     6          Better
950                 1                15                     3          Better
951                 0                 5                     3          Better
952                 3                 1                     2          Better
954                 1                11                     2            Good
956                 0                 7                     2          Better
957                 0                20                     3          Better
958                 0                16                     6          Better
959                 0                 1                     3            Best
960                 0                 1                     2          Better
961                 2                10                     2             Bad
964                 1                 3                     2          Better
966                 1                 8                     2            Best
967                 1                16                     6          Better
969                 0                 6                     3          Better
970                 0                17                     2             Bad
972                 0                 9                     5            Good
974                 1                 3                     5          Better
975                 0                 5                     3          Better
976                 1                26                     2            Good
977                 0                 7                     4          Better
981                 1                22                     3            Best
982                 1                10                     2            Best
983                 0                 6                     1          Better
984                 1                12                     2          Better
985                 0                 9                     3          Better
986                 0                22                     2            Good
987                 0                20                     3            Best
990                 2                12                     3          Better
991                 0                 4                     0          Better
992                 0                10                     2          Better
994                 0                 3                     5          Better
995                 0                 5                     4          Better
996                 2                 8                     2          Better
997                 1                32                     1            Good
998                 1                 6                     2          Better
999                 1                21                     2            Best
1001                1                 4                     2          Better
1002                1                 9                     2          Better
1003                0                 9                     0          Better
1004                0                 7                     2          Better
1005                1                22                     2          Better
1006                1                 3                     0            Good
1007                1                13                     3          Better
1009                2                 5                     6          Better
1010                1                 5                     2             Bad
1011                1                 4                     1          Better
1012                0                 0                     2          Better
1013                1                22                     2          Better
1014                1                16                     3            Good
1015                3                 9                     4            Good
1016                0                 1                     2          Better
1017                0                 4                     3          Better
1018                0                 8                     2          Better
1019                1                 4                     3            Good
1022                0                19                     0          Better
1024                0                27                     3          Better
1025                0                 8                     6          Better
1026                1                21                     3          Better
1027                1                 4                     2          Better
1028                1                 3                     4            Good
1029                0                21                     3            Best
1030                0                 8                     5          Better
1032                0                30                     4          Better
1033                0                15                     2             Bad
1034                2                17                     3          Better
1035                2                21                     3          Better
1036                0                19                     1          Better
1037                0                 7                     6          Better
1038                1                33                     3          Better
1039                1                23                     2          Better
1040                1                19                     3          Better
1042                0                18                     1          Better
1043                0                21                     2          Better
1044                0                 3                     2            Good
1045                1                26                     4            Best
1046                0                10                     2          Better
1047                1                16                     2            Good
1048                1                14                     1             Bad
1049                0                 6                     3          Better
1050                1                30                     2          Better
1052                1                 9                     3            Good
1053                1                 6                     2          Better
1055                1                 1                     2          Better
1056                0                 1                     5          Better
1060                1                 8                     2          Better
1061                1                29                     2            Good
1062                0                 8                     3            Good
1066                1                 8                     3            Good
1068                2                 5                     5          Better
1069                2                23                     0          Better
1070                1                13                     4          Better
1071                1                18                     4          Better
1073                0                15                     2            Good
1074                0                31                     3            Best
1076                1                18                     5          Better
1077                0                 2                     3          Better
1079                0                 1                     6            Good
1080                3                19                     2          Better
1081                3                18                     2            Best
1082                0                10                     2            Good
1083                2                 6                     2          Better
1084                1                 7                     1            Good
1085                0                10                     3          Better
1088                1                20                     4            Good
1092                1                14                     6          Better
1094                3                 3                     4          Better
1096                1                23                     4          Better
1097                0                10                     4            Best
1098                1                24                     1          Better
1099                1                 9                     2          Better
1100                0                 9                     2          Better
1101                0                14                     4          Better
1102                1                 4                     5            Good
1103                0                 7                     1            Good
1105                3                 8                     5          Better
1106                1                 7                     3            Best
1107                1                 1                     0            Good
1108                0                 5                     0          Better
1109                1                23                     3          Better
1111                2                 1                     2          Better
1113                0                 5                     4          Better
1114                1                 4                     3          Better
1115                3                 6                     2          Better
1116                0                27                     3            Good
1117                1                15                     2          Better
1118                0                18                     4          Better
1119                2                 9                     2          Better
1120                1                11                     1          Better
1121                3                10                     3            Good
1124                1                23                     3          Better
1125                0                10                     2          Better
1126                1                18                     1          Better
1127                3                21                     4          Better
1128                0                21                     2            Best
1131                0                 2                     6            Best
1132                0                 9                     2            Good
1133                0                18                     0          Better
1135                1                 3                     4          Better
1136                0                 6                     2             Bad
1137                1                 5                     3          Better
1138                1                22                     3          Better
1140                0                 5                     3            Good
1143                2                 8                     2            Good
1148                0                16                     3          Better
1150                1                10                     2            Good
1152                1                 7                     2            Best
1154                1                 3                     2          Better
1156                0                 0                     0          Better
1157                0                 6                     3          Better
1158                1                 6                     4          Better
1160                1                 2                     5            Good
1161                2                 9                     2          Better
1162                1                 4                     0          Better
1163                0                 6                     3            Good
1164                0                 6                     2             Bad
1165                1                11                     3             Bad
1166                0                20                     3            Good
1167                0                22                     2            Good
1171                0                 9                     3            Best
1172                1                10                     2          Better
1173                0                 6                     2          Better
1175                0                 1                     4            Good
1177                1                 8                     2          Better
1179                1                10                     3          Better
1180                1                16                     3             Bad
1182                1                15                     2            Best
1184                0                14                     3          Better
1185                1                 2                     2            Best
1188                0                 7                     2            Good
1190                3                 1                     3          Better
1191                1                28                     2          Better
1192                1                10                     5          Better
1193                0                 1                     4          Better
1195                1                 7                     2            Good
1196                1                14                     2            Good
1198                0                 2                     2            Good
1200                0                 6                     4          Better
1201                1                26                     6          Better
1202                1                 6                     2            Good
1203                1                 1                     5          Better
1204                0                28                     2          Better
1206                0                 6                     3          Better
1207                1                 5                     2          Better
1210                1                 5                     2             Bad
1211                3                 8                     3          Better
1212                3                 5                     2          Better
1215                1                32                     3          Better
1216                3                 6                     2          Better
1217                1                25                     2          Better
1218                3                15                     2          Better
1219                1                 1                     3             Bad
1220                1                10                     3            Good
1221                1                 7                     4          Better
1224                3                10                     4            Good
1225                0                20                     3          Better
1226                0                 2                     2          Better
1228                1                12                     3            Good
1231                1                10                     3            Best
1233                1                12                     3          Better
1234                1                 2                     2          Better
1235                0                10                     2          Better
1237                1                17                     2          Better
1238                1                15                     5          Better
1239                1                 7                     2            Best
1240                0                 5                     4          Better
1241                1                12                     2          Better
1242                0                20                     6          Better
1243                1                16                     6            Good
1244                2                 9                     3            Good
1245                1                33                     2             Bad
1246                1                10                     5          Better
1248                0                 1                     2            Best
1249                3                 3                     5          Better
1250                0                36                     2          Better
1251                0                 6                     2            Good
1252                0                10                     2          Better
1254                0                13                     2          Better
1255                1                25                     2          Better
1256                1                23                     2            Best
1257                0                12                     2            Good
1258                0                 7                     4            Good
1259                3                 5                     2          Better
1260                2                 6                     2          Better
1263                0                25                     3            Best
1264                2                 9                     2            Good
1265                0                 2                     5            Good
1267                1                26                     5          Better
1268                2                10                     3          Better
1269                0                 1                     2          Better
1270                1                 1                     2          Better
1273                0                 1                     4          Better
1275                0                 8                     2            Good
1277                0                26                     2          Better
1278                1                34                     3          Better
1279                0                 2                     2             Bad
1280                1                26                     2          Better
1281                0                 4                     3          Better
1282                1                31                     5            Good
1283                0                25                     6            Good
1285                2                15                     2            Best
1286                0                 5                     2            Good
1288                2                26                     4            Good
1289                2                14                     5            Best
1291                0                 4                     3          Better
1292                0                18                     2          Better
1293                0                23                     3            Best
1294                0                18                     2          Better
1295                1                10                     2          Better
1296                1                 2                     2          Better
1297                0                 8                     6            Good
1298                0                10                     3          Better
1299                2                10                     2          Better
1301                0                 5                     2            Good
1303                0                 2                     3            Good
1304                2                10                     4            Best
1306                0                22                     4          Better
1307                2                21                     4          Better
1308                2                 2                     3          Better
1309                1                10                     3          Better
1310                0                 6                     2          Better
1311                1                10                     6          Better
1312                0                10                     0          Better
1314                0                10                     3            Best
1315                3                10                     6          Better
1317                0                25                     2          Better
1318                0                 9                     2          Better
1319                0                10                     2            Good
1321                2                 9                     2          Better
1322                0                 9                     6          Better
1324                1                10                     5            Good
1329                0                19                     4          Better
1331                0                 3                     2            Best
1333                0                10                     4            Best
1334                0                21                     3            Good
1336                1                23                     5          Better
1338                0                36                     4          Better
1340                1                 6                     0          Better
1344                1                10                     0            Good
1346                0                 9                     4          Better
1349                1                10                     2          Better
1350                0                 9                     3          Better
1352                1                33                     2          Better
1355                1                11                     3          Better
1356                0                10                     6            Best
1358                3                 7                     6            Good
1360                0                31                     0            Good
1361                1                 7                     3          Better
1362                1                17                     2            Good
1363                0                11                     2          Better
1364                1                 5                     4          Better
1367                0                29                     1            Good
1368                0                 0                     5            Best
1369                1                10                     0          Better
1371                0                 8                     3          Better
1372                0                24                     2            Good
1373                1                33                     0          Better
1374                3                 5                     2          Better
1375                3                15                     0          Better
1377                2                10                     1          Better
1379                0                 3                     3            Best
1380                1                 5                     0            Good
1382                3                 4                     2          Better
1383                0                14                     2            Best
1387                1                 5                     0          Better
1389                2                10                     3            Good
1390                2                 8                     2            Best
1391                0                14                     5          Better
1392                2                12                     4            Good
1394                0                 8                     2          Better
1395                0                 8                     2            Best
1396                3                 4                     3            Good
1397                1                13                     2          Better
1399                0                 6                     3            Good
1401                1                24                     3            Good
1402                0                20                     3             Bad
1403                0                 6                     3          Better
1405                0                 8                     2          Better
1407                0                 5                     2          Better
1408                1                21                     5          Better
1409                0                12                     2             Bad
1411                0                 8                     6          Better
1412                0                10                     2          Better
1415                1                 7                     2            Good
1417                0                 8                     2          Better
1419                0                10                     3            Good
1420                0                20                     2          Better
1421                0                 9                     1          Better
1422                0                29                     3            Good
1423                1                32                     3          Better
1424                2                31                     4            Best
1425                0                15                     3          Better
1427                0                 1                     3          Better
1428                2                 8                     3          Better
1430                0                 9                     3            Best
1431                2                10                     2          Better
1433                0                 1                     3            Best
1434                0                 6                     3            Best
1435                0                10                     2            Good
1436                2                11                     3            Good
1438                1                17                     2            Good
1439                0                 6                     2          Better
1440                0                 7                     2             Bad
1441                1                 5                     3            Best
1443                2                26                     2            Best
1445                2                 5                     3          Better
1446                1                 7                     3            Good
1447                1                 7                     2            Good
1448                0                 7                     5            Good
1449                2                11                     2            Best
1453                1                13                     5          Better
1457                1                28                     1            Best
1458                0                11                     2            Best
1459                0                10                     2          Better
1460                1                24                     2          Better
1461                0                 8                     3          Better
1464                1                 7                     2             Bad
1465                2                10                     4            Best
1466                3                15                     3          Better
1467                0                 2                     0          Better
1468                1                16                     5          Better
1469                0                 6                     4          Better
1471                0                 7                     5          Better
1472                0                35                     2            Good
1473                1                20                     0            Good
1474                1                 8                     3            Best
1475                0                 6                     3            Good
1477                2                 5                     2          Better
1478                0                15                     2          Better
1479                2                 4                     2            Good
1480                0                12                     3          Better
1481                1                11                     4            Good
1482                2                 1                     2            Good
1483                1                13                     2            Good
1484                2                29                     3          Better
1485                2                16                     3            Good
1486                1                 5                     3            Best
1487                0                 7                     4             Bad
1489                0                16                     2            Best
1492                1                 1                     3          Better
1494                0                 4                     2            Good
1495                1                 1                     2          Better
1496                0                16                     2            Good
1497                2                10                     3          Better
1499                1                 6                     3            Best
1501                0                 4                     2          Better
1502                0                 8                     5          Better
1503                1                11                     4            Good
1504                0                 8                     2            Good
1506                1                 1                     2             Bad
1507                0                 5                     5          Better
1509                1                10                     3          Better
1513                3                 4                     3          Better
1514                2                 8                     2            Good
1515                0                14                     6          Better
1516                0                10                     5            Best
1520                1                26                     2          Better
1522                0                11                     2             Bad
1523                1                24                     1            Best
1525                0                 9                     3          Better
1527                1                23                     2            Best
1529                0                11                     3             Bad
1533                0                 5                     2          Better
1534                0                15                     3             Bad
1535                0                10                     3          Better
1537                0                 7                     2             Bad
1539                0                32                     2          Better
1541                1                12                     4          Better
1542                1                 4                     3          Better
1543                0                10                     2          Better
1544                1                 9                     3          Better
1545                0                 5                     2          Better
1546                1                 8                     3          Better
1547                1                24                     3             Bad
1548                0                 9                     5            Best
1549                1                15                     3          Better
1550                0                21                     2          Better
1551                3                 2                     3          Better
1552                0                 8                     2          Better
1553                3                10                     4          Better
1554                2                 6                     5          Better
1555                1                12                     2          Better
1556                0                 7                     3            Good
1557                1                18                     2          Better
1558                2                 5                     2            Good
1560                1                 8                     6             Bad
1562                1                10                     4          Better
1563                0                10                     2          Better
1564                0                 3                     3          Better
1568                1                 9                     3          Better
1569                1                 1                     2          Better
1572                1                34                     4          Better
1573                2                 7                     2          Better
1574                1                 9                     3            Good
1576                1                10                     3            Good
1577                0                 1                     4             Bad
1578                1                36                     3          Better
1580                1                 9                     3            Good
1581                0                 1                     5          Better
1582                1                10                     3          Better
1583                0                 8                     5            Best
1585                0                15                     5          Better
1586                0                10                     3          Better
1587                0                10                     4          Better
1588                1                11                     3          Better
1590                1                 6                     0            Best
1591                1                27                     2          Better
1592                1                 4                     2          Better
1594                1                 9                     3          Better
1595                0                24                     2          Better
1596                2                10                     3            Good
1597                1                 8                     3            Good
1598                1                 5                     2          Better
1599                1                 8                     0          Better
1601                1                 1                     5            Good
1602                0                27                     5             Bad
1604                3                 1                     3          Better
1605                0                 4                     2            Good
1606                1                32                     3          Better
1607                2                 6                     3          Better
1608                1                23                     4            Good
1609                1                 6                     3            Good
1611                0                10                     3          Better
1612                1                10                     2          Better
1613                0                10                     3          Better
1614                2                 7                     2          Better
1615                1                 9                     3          Better
1617                1                10                     3            Good
1618                3                10                     3          Better
1619                2                 7                     3          Better
1621                0                16                     2          Better
1622                1                 6                     5            Good
1623                0                 3                     2          Better
1624                0                 0                     2            Best
1625                1                27                     2          Better
1627                1                11                     3          Better
1628                2                18                     2          Better
1630                1                15                     5          Better
1631                3                 9                     2            Good
1633                0                10                     2             Bad
1635                2                10                     3          Better
1638                1                10                     6            Best
1639                0                15                     3          Better
1640                1                 8                     2             Bad
1641                0                18                     2            Good
1642                0                14                     3          Better
1644                1                23                     3          Better
1645                2                 7                     2            Good
1646                0                 6                     2          Better
1647                0                 5                     0          Better
1648                0                 6                     0            Good
1649                0                10                     3             Bad
1650                0                 8                     2          Better
1651                2                 9                     6          Better
1653                2                 7                     6          Better
1654                0                 7                     3          Better
1655                2                27                     2          Better
1656                3                19                     3          Better
1657                0                 2                     3          Better
1658                1                11                     2          Better
1659                0                15                     4          Better
1661                1                30                     3          Better
1662                0                 4                     6          Better
1664                1                13                     3          Better
1665                1                36                     6          Better
1666                1                14                     3          Better
1667                0                13                     2            Best
1668                2                19                     4            Best
1669                1                10                     3            Good
1670                2                 6                     5          Better
1671                2                10                     4            Good
1673                2                10                     2          Better
1674                1                17                     2            Good
1675                0                 4                     3          Better
1676                3                29                     2          Better
1677                0                23                     2          Better
1678                0                21                     2          Better
1680                0                 2                     3          Better
1681                1                 7                     2          Better
1682                2                10                     2            Good
1683                3                 8                     2          Better
1684                0                 5                     2          Better
1687                1                 7                     5            Good
1689                0                11                     2          Better
1691                2                19                     3          Better
1692                0                 1                     2          Better
1693                0                 7                     5          Better
1694                1                 8                     1          Better
1696                1                15                     3            Best
1697                1                19                     2            Best
1698                3                14                     6          Better
1700                2                 6                     2            Good
1701                0                10                     3          Better
1702                1                 3                     2          Better
1703                1                 9                     2          Better
1704                0                 6                     2            Best
1706                1                10                     3          Better
1707                1                 5                     1          Better
1708                0                10                     3          Better
1709                1                 9                     2          Better
1710                0                17                     2            Good
1712                1                25                     3            Good
1714                1                 1                     2          Better
1716                0                25                     3             Bad
1718                3                 3                     3            Best
1719                0                21                     2          Better
1720                1                10                     3            Good
1721                1                 6                     2            Best
1722                1                10                     4          Better
1724                1                18                     3          Better
1725                3                 6                     2            Best
1727                0                19                     3          Better
1728                1                17                     3          Better
1729                1                10                     2            Good
1731                1                 4                     3             Bad
1732                1                13                     5            Good
1733                3                16                     3          Better
1734                0                10                     2          Better
1735                0                 3                     3             Bad
1736                0                 9                     3            Good
1737                1                 9                     2          Better
1739                1                10                     2             Bad
1740                0                21                     3            Good
1744                2                 9                     2            Best
1745                0                10                     2          Better
1746                1                 3                     2          Better
1747                1                 6                     0            Good
1749                1                 6                     3          Better
1751                0                 6                     5            Good
1752                0                 2                     3          Better
1753                0                10                     5            Best
1754                1                12                     2          Better
1755                3                 6                     3          Better
1756                0                13                     2            Good
1757                0                 8                     1            Best
1758                0                11                     2            Good
1760                1                 9                     4            Good
1761                3                10                     2          Better
1762                1                 1                     2          Better
1763                1                10                     3          Better
1764                0                12                     3          Better
1766                1                15                     2          Better
1767                1                 6                     4          Better
1768                3                 7                     6            Good
1770                3                34                     2          Better
1771                2                11                     2            Good
1772                2                 5                     2          Better
1774                1                15                     3          Better
1775                3                27                     2            Good
1778                0                10                     5          Better
1779                0                 6                     3          Better
1780                0                 1                     3          Better
1782                1                 5                     3          Better
1783                0                 1                     6          Better
1784                2                13                     3          Better
1786                0                15                     2          Better
1787                2                 5                     2          Better
1789                1                24                     3          Better
1790                1                15                     1          Better
1792                3                 6                     2            Good
1794                0                19                     4            Good
1797                0                10                     2          Better
1798                1                14                     1          Better
1799                1                 5                     6            Best
1800                0                 9                     3          Better
1801                0                 6                     3          Better
1802                1                 7                     5            Good
1803                2                10                     2            Good
1804                1                15                     6          Better
1805                3                13                     3          Better
1807                1                11                     3            Good
1809                0                10                     4             Bad
1812                1                 7                     6          Better
1813                0                 7                     2            Good
1814                0                11                     3             Bad
1815                1                23                     3            Best
1816                0                 9                     3          Better
1818                0                 6                     3          Better
1821                1                13                     2            Best
1822                1                12                     3          Better
1823                2                10                     5          Better
1824                1                37                     0            Good
1826                1                 6                     2            Best
1827                1                28                     4          Better
1829                1                15                     3          Better
1830                1                14                     2            Good
1833                2                 9                     3          Better
1834                1                 3                     3          Better
1835                2                20                     4            Good
1836                0                 5                     4          Better
1837                0                23                     3          Better
1839                0                 0                     4             Bad
1842                0                 2                     4          Better
1844                3                 4                     3          Better
1845                2                10                     3            Best
1847                1                15                     2          Better
1849                1                 7                     5          Better
1850                0                 6                     3            Good
1852                0                11                     3            Best
1853                0                 4                     2            Best
1854                2                10                     1            Good
1856                0                 7                     2          Better
1857                1                12                     4            Good
1858                1                 3                     2          Better
1859                2                11                     3          Better
1860                0                 8                     3          Better
1862                0                 7                     3            Good
1863                1                25                     5          Better
1864                1                 9                     5          Better
1865                0                 1                     3          Better
1866                0                21                     2          Better
1867                0                29                     3          Better
1868                0                 1                     3            Good
1869                3                14                     2          Better
1870                1                 8                     2            Good
1871                3                 7                     2          Better
1873                1                19                     2            Best
1875                1                 1                     3          Better
1876                0                 1                     3            Good
1878                0                 1                     2          Better
1880                1                10                     4          Better
1881                1                10                     2          Better
1882                3                 9                     3          Better
1883                0                11                     2          Better
1885                1                16                     2          Better
1886                0                 4                     2          Better
1888                2                10                     2            Good
1890                0                10                     2            Good
1892                1                22                     3          Better
1893                1                 1                     3            Good
1898                0                 9                     5            Good
1900                1                24                     3          Better
1903                1                10                     5          Better
1905                1                 5                     2          Better
1907                0                 5                     3          Better
1908                2                12                     1             Bad
1909                1                14                     3          Better
1911                1                18                     3            Best
1912                1                 8                     2          Better
1915                0                 9                     3            Good
1916                1                 4                     0            Good
1918                1                 8                     3          Better
1922                0                12                     3          Better
1924                0                10                     2            Good
1927                1                 7                     2          Better
1928                0                 1                     3          Better
1929                1                10                     1          Better
1931                1                 6                     3            Good
1932                0                16                     3          Better
1933                0                 6                     0          Better
1934                1                16                     4            Best
1935                1                 6                     3          Better
1936                1                10                     3          Better
1937                1                20                     3          Better
1938                1                29                     2            Good
1939                0                 8                     2          Better
1940                2                10                     0            Best
1941                0                28                     3          Better
1943                2                14                     4          Better
1944                0                 1                     2          Better
1945                1                 6                     2             Bad
1947                0                 5                     3            Good
1948                1                 4                     3            Best
1949                0                 5                     3          Better
1950                0                14                     3            Good
1951                1                 9                     2            Good
1952                0                 8                     6            Good
1954                1                 6                     5            Good
1955                1                 9                     6          Better
1956                0                10                     6          Better
1960                1                 6                     2            Good
1961                0                20                     3            Good
1962                0                10                     2          Better
1965                0                 7                     5          Better
1966                0                 8                     1          Better
1967                0                10                     4          Better
1968                0                15                     2            Good
1969                2                 9                     6            Good
1970                3                 9                     2          Better
1971                1                10                     1          Better
1972                1                 7                     2          Better
1973                1                35                     0          Better
1974                3                 1                     4          Better
1975                0                21                     3          Better
1976                0                20                     2          Better
1979                1                13                     2            Best
1980                0                 9                     3          Better
1981                0                 4                     2            Good
1982                0                 5                     6            Best
1985                1                10                     2            Best
1986                1                15                     4          Better
1987                0                 6                     3          Better
1989                0                12                     6            Good
1992                1                 7                     2            Good
1993                0                25                     3          Better
1994                3                 1                     2            Good
1995                2                16                     3          Better
1996                1                 3                     1          Better
1997                1                10                     1          Better
1998                1                 9                     3            Good
1999                1                12                     3          Better
2000                2                14                     3             Bad
2003                1                 5                     3          Better
2007                0                 4                     2            Best
2008                0                10                     5          Better
2009                1                10                     6          Better
2010                0                 6                     3          Better
2012                2                 8                     3            Good
2013                1                 3                     2          Better
2014                0                18                     2          Better
2015                1                20                     3          Better
2016                2                14                     3          Better
2017                1                16                     2          Better
2018                1                 6                     3            Good
2019                2                16                     3            Good
2020                0                 6                     2          Better
2021                0                 2                     6          Better
2022                0                21                     3            Good
2023                1                 1                     3            Good
2024                2                10                     2          Better
2025                3                18                     3          Better
2026                1                13                     2            Good
2027                3                 4                     3            Best
2031                0                24                     2            Good
2032                1                14                     4             Bad
2034                1                21                     3          Better
2035                2                 8                     2          Better
2036                1                15                     4            Good
2037                1                14                     5          Better
2038                0                 4                     4          Better
2040                0                 9                     2          Better
2041                1                10                     1          Better
2044                2                12                     3          Better
2045                1                 8                     2            Good
2046                0                 8                     3          Better
2048                0                 8                     2          Better
2049                2                10                     2            Best
2051                3                20                     2          Better
2052                1                 4                     5          Better
2053                1                10                     2          Better
2054                0                 5                     3             Bad
2055                1                20                     3          Better
2056                1                21                     2            Good
2057                0                10                     2          Better
2060                0                 5                     2          Better
2061                1                17                     3          Better
2062                1                 9                     5          Better
2064                1                 6                     0          Better
2065                0                17                     3            Good
2068                0                 6                     3            Best
     YearsAtCompany YearsInCurrentRole YearsSinceLastPromotion
1                 6                  4                       0
2                10                  7                       1
4                 0                  0                       0
5                 8                  7                       3
7                 2                  2                       2
8                 7                  7                       3
10                1                  0                       0
11                1                  0                       0
12                9                  7                       1
13                7                  7                       7
14                5                  4                       0
15                9                  5                       0
16                5                  2                       4
18                2                  2                       1
19                4                  2                       0
20               10                  9                       8
21                6                  2                       0
22                1                  0                       0
23               25                  8                       3
24                3                  2                       1
26                4                  2                       1
27                5                  3                       0
28               12                  6                       2
30                0                  0                       0
31                4                  2                       1
32               14                 13                       4
33               10                  2                       6
35                9                  7                       4
36               22                  6                       5
38                2                  2                       2
39                1                  1                       0
40                4                  2                       1
41               10                  0                       1
42                1                  0                       0
45                2                  0                       2
46                5                  3                       1
47                3                  2                       0
49                2                  2                       2
51                1                  1                       0
52                5                  3                       1
53                1                  0                       0
54                1                  0                       0
55                1                  0                       0
56                9                  8                       1
57               12                  8                       3
58               22                 15                      15
60                9                  5                       8
61                1                  0                       0
62                9                  6                       0
63                1                  0                       0
64                1                  0                       0
65                2                  2                       2
68                4                  3                       1
70                4                  0                       2
72                2                  2                       0
73               15                 14                       8
74                9                  8                       1
75                2                  2                       2
76                7                  7                       1
77                7                  5                       0
78                9                  8                       7
79               10                  3                       9
80               27                  3                      13
81               21                 16                       7
83               17                 14                      12
84                5                  0                       0
85                6                  5                       0
86                1                  0                       0
88                3                  2                       1
90                1                  0                       0
91                4                  3                       1
94                5                  4                       0
95                1                  1                       1
96               10                  4                       0
97                1                  0                       0
98               11                  7                       1
100              15                 13                       2
101               0                  0                       0
102               5                  2                       0
103               4                  2                       0
104              10                  8                       3
105               6                  4                       0
106               1                  0                       1
107              13                 11                       1
110               5                  2                       1
112               6                  4                       0
113               0                  0                       0
116               4                  2                       0
117              11                 10                      10
118               9                  8                       4
119              22                  3                      11
120              10                  7                       1
121              11                  8                       2
124              10                  9                       9
125              11                  8                       5
126               4                  3                       0
128               3                  2                       0
129               5                  4                       0
131              37                 10                       1
132               3                  2                       1
133               3                  2                       0
134               1                  0                       0
137               1                  0                       1
138              16                 13                       2
139               1                  0                       0
140               3                  2                       2
141               8                  3                       0
142               6                  4                       0
143               2                  2                       2
144               0                  0                       0
145              13                 12                      12
147               9                  7                       0
148               5                  3                       4
150               5                  3                       1
151               1                  0                       0
152               5                  3                       1
153              11                 10                       5
154               9                  7                       2
155               1                  0                       0
158              25                 12                       4
159              10                  7                       0
160               7                  7                       0
161               5                  4                       4
162              20                 18                      15
163               7                  7                       7
164               5                  4                       4
165              40                 10                      15
167               0                  0                       0
169               2                  1                       2
170              15                 11                       5
171               3                  2                       1
174               2                  2                       2
175               2                  2                       2
176               9                  7                       0
177               8                  7                       5
178               3                  2                       0
179               4                  2                       0
182              15                 11                       5
183               2                  2                       2
184              11                  9                       4
190               5                  4                       0
192               6                  5                       0
193               3                  2                       2
194               5                  4                       0
195               8                  7                       0
197               3                  2                       2
198               5                  3                       1
199               7                  6                       7
200               5                  0                       1
201               1                  0                       0
202              20                  7                       2
204              10                  8                       0
205               7                  7                       4
206              17                  9                       0
207               9                  8                       3
208              10                  7                       0
211               1                  0                       0
214               1                  0                       0
215              12                 11                       2
216               4                  3                       1
217               2                  2                       2
218               2                  2                       2
221               5                  2                       0
223               5                  3                       1
224               1                  1                       0
226               5                  4                       4
227               9                  8                       1
228              10                  9                       7
230               8                  3                       0
231               5                  4                       1
233               5                  2                       1
235               0                  0                       0
238               8                  7                       7
239              12                  9                       6
240               5                  4                       0
241               2                  2                       2
242               3                  1                       0
243               1                  0                       1
244              24                 13                      15
245               2                  2                       2
246               4                  2                       0
247               3                  2                       1
248               4                  3                       0
249               3                  2                       0
250               4                  2                       1
252               8                  7                       1
253              20                  8                       9
254              24                 15                       2
256              10                  9                       1
258               7                  7                       1
259              33                 18                      11
260               7                  7                       0
261               1                  0                       0
262               5                  4                       2
264              20                  8                      11
267               8                  7                       1
269               6                  2                       1
270               5                  3                       0
271               1                  0                       0
273               7                  7                       1
274               2                  2                       2
275               7                  7                       1
277               5                  3                       2
281               7                  2                       3
282               1                  0                       0
283              10                  4                       1
284               4                  2                       2
286               8                  1                       1
287               3                  2                       0
288               4                  2                       0
291              14                  8                       9
292              11                  8                       5
293               7                  7                       0
296              10                  9                       4
297               5                  2                       0
298               1                  0                       0
299               6                  3                       0
300               6                  2                       1
302              19                  7                      12
303               6                  2                       0
304              13                 11                       3
305               3                  2                       1
306              10                  8                       0
307              16                 10                       5
308               5                  4                       1
309               1                  0                       0
311               9                  8                       5
312              11                 10                       4
314              10                  7                       0
315               4                  3                       0
316               2                  2                       2
319              22                 17                      11
321               2                  2                       2
323               7                  0                       0
325               5                  4                       0
327              17                 13                       1
328               9                  7                       1
329              33                  7                      15
330               4                  3                       1
331               3                  2                       1
332               3                  2                       1
333               3                  2                       2
334               1                  0                       0
335               9                  8                       4
336              24                  0                       1
337               2                  2                       2
338               2                  2                       0
339              11                  9                       5
340               3                  1                       0
341               3                  2                       0
342               1                  0                       0
343              19                  6                      11
346               6                  5                       1
347               3                  2                       0
349               3                  2                       0
350               4                  2                       1
351               9                  6                       7
352              21                  7                       3
353               1                  0                       0
355               5                  4                       1
359               5                  1                       0
361               8                  7                       7
362               6                  2                       0
363               7                  7                       7
364               0                  0                       0
366               0                  0                       0
367               9                  0                       7
369               6                  3                       1
372              20                  7                       4
373              15                 13                      10
374              36                 10                       4
376              10                  7                       9
377               5                  2                       0
378               5                  4                       0
379               3                  2                       1
380               5                  2                       0
381               7                  7                       6
382               8                  0                       7
384               6                  5                       1
385              10                  4                       1
386               5                  3                       1
387              20                 16                      11
388              10                  7                       0
389              10                  7                       0
390               5                  3                       3
391              17                 12                       5
392               1                  0                       0
393               2                  2                       1
394               3                  2                       0
395               5                  3                       0
396               3                  2                       1
397               8                  0                       7
399               2                  2                       2
401               8                  7                       7
403               4                  2                       1
404              20                  4                       4
405               0                  0                       0
406              11                  9                       6
407               1                  0                       0
408               4                  1                       1
410              22                 10                       0
411               0                  0                       0
412               8                  3                       0
416               8                  7                       7
417              18                 10                       3
419               9                  8                       0
420              13                  8                       4
421              10                  8                       0
422               5                  3                       1
423               5                  2                       0
424               2                  2                       1
425              24                  9                       9
426               2                  2                       2
428              10                  6                       8
429              21                  9                      11
430               8                  7                       1
431               7                  1                       0
433               8                  2                       7
434               4                  3                       1
436              13                 12                      11
437               5                  4                       0
438               7                  7                       1
439               7                  7                       0
440               3                  2                       2
441              10                  8                       1
442              10                  9                       8
444              21                  9                      13
445               1                  0                       0
446               7                  7                       0
447               3                  2                       1
448               9                  7                       0
449               5                  4                       1
450               4                  3                       0
451               1                  0                       0
452              10                  9                       9
453               4                  3                       0
454               7                  7                       0
455               3                  2                       2
456              10                  9                       1
458               8                  7                       0
460               6                  2                       0
461              11                 10                       2
462              11                  9                       4
463               7                  7                       1
464              16                  6                       0
465               4                  2                       0
466               5                  4                       1
467               0                  0                       0
468               1                  0                       0
469               4                  3                       0
470               3                  2                       1
471               8                  0                       0
473               0                  0                       0
474               7                  7                       6
475               2                  2                       2
476               8                  7                       7
477               1                  0                       0
478               3                  2                       1
479               1                  0                       0
481              13                  9                       1
482               3                  2                       1
483               7                  7                       1
484               3                  2                       2
485               1                  0                       0
486               5                  4                       0
487               1                  0                       0
488               8                  7                       7
491               4                  3                       1
492               6                  4                       1
493               2                  2                       2
494               1                  0                       0
495               3                  2                       1
496               1                  1                       0
497               5                  2                       0
498               7                  5                       0
499               5                  2                       0
500               7                  7                       0
501               2                  2                       2
502               5                  2                       0
505               5                  4                       1
507               5                  2                       0
508               1                  0                       0
510               6                  4                       0
511               2                  1                       1
513              10                  9                       9
514               1                  0                       0
515              18                  7                      12
516               5                  4                       1
517               5                  2                       1
518               1                  0                       0
520              25                 10                       3
521               1                  0                       0
522               4                  2                       1
523               3                  2                       1
524              13                 10                       3
525               3                  2                       1
526               5                  2                       0
527               5                  4                       1
529              13                 11                      10
530               4                  2                       3
531              21                  8                       1
532               7                  7                       7
533               5                  4                       4
534              10                  7                       0
536              10                  0                       1
538               2                  2                       0
543               5                  4                       0
544               2                  2                       0
546               5                  2                       1
547               5                  4                       0
548               5                  4                       0
549              29                  8                      11
550              10                  7                       0
551               6                  5                       0
554               5                  3                       1
555               2                  2                       1
556               1                  0                       0
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1761              1                  0                       0
1762              1                  0                       0
1763              7                  0                       1
1764              7                  7                       0
1766              1                  0                       1
1767              1                  0                       0
1768              5                  3                       0
1770              1                  0                       0
1771              9                  8                       1
1772              5                  3                       0
1774             15                 14                       0
1775              3                  2                       0
1778              9                  7                       1
1779              2                  2                       2
1780              1                  0                       1
1782              5                  4                       0
1783              1                  0                       0
1784             12                  7                       5
1786              2                  2                       2
1787              5                  2                       0
1789              2                  1                       2
1790             12                  8                       5
1792              5                  3                       2
1794             10                  0                       4
1797             10                  7                       7
1798             10                  8                       7
1799              5                  3                       0
1800              4                  3                       2
1801              2                  2                       2
1802              4                  3                       0
1803              0                  0                       0
1804              7                  7                       1
1805             11                 10                       3
1807              7                  1                       0
1809             10                  3                       0
1812              2                  1                       2
1813              3                  2                       1
1814              3                  2                       1
1815             22                 14                      13
1816              7                  7                       0
1818              5                  1                       1
1821              9                  7                       3
1822              5                  3                       0
1823             10                  8                       4
1824             16                  9                      14
1826              5                  4                       0
1827             22                 11                      14
1829              7                  4                       7
1830              7                  1                       1
1833              3                  2                       2
1834              3                  2                       1
1835              4                  2                       0
1836              5                  3                       1
1837              2                  2                       2
1839              0                  0                       0
1842              1                  0                       0
1844              2                  2                       2
1845              8                  7                       5
1847              1                  0                       0
1849              7                  7                       7
1850              5                  4                       0
1852             11                  8                       3
1853              0                  0                       0
1854              6                  3                       3
1856              2                  2                       2
1857              9                  8                       4
1858              3                  2                       2
1859              7                  0                       1
1860              0                  0                       0
1862              2                  2                       2
1863             19                 17                       2
1864              9                  8                       5
1865              1                  0                       0
1866             16                 12                       6
1867             22                 10                      12
1868              1                  0                       1
1869              8                  7                       0
1870              7                  6                       7
1871              2                  2                       2
1873              5                  2                       0
1875              1                  0                       0
1876              1                  0                       0
1878              1                  0                       0
1880             10                  9                       1
1881             10                  8                       0
1882              5                  3                       1
1883              3                  2                       1
1885              5                  3                       0
1886              3                  2                       0
1888              9                  8                       3
1890             10                  1                       0
1892             19                  7                      11
1893              1                  0                       1
1898              8                  7                       0
1900             22                 17                       4
1903              2                  0                       2
1905              5                  2                       3
1907              4                  2                       1
1908              4                  2                       1
1909              5                  4                       1
1911             13                  7                       5
1912              5                  2                       1
1915              4                  2                       0
1916              2                  2                       2
1918              7                  7                       7
1922              4                  2                       0
1924             10                  4                       0
1927              7                  7                       0
1928              1                  0                       0
1929              3                  2                       1
1931              5                  3                       1
1932             15                 10                       6
1933              2                  0                       2
1934              8                  7                       1
1935              0                  0                       0
1936             10                  0                       7
1937             20                 11                       0
1938              1                  0                       0
1939              4                  1                       0
1940              5                  2                       0
1941              5                  4                       4
1943              0                  0                       0
1944              1                  0                       0
1945              5                  3                       0
1947              5                  3                       1
1948              4                  2                       2
1949              5                  4                       0
1950             14                  8                       2
1951              8                  7                       1
1952              7                  7                       7
1954              5                  3                       0
1955              5                  1                       1
1956             10                  8                       8
1960              4                  1                       0
1961              1                  0                       0
1962             10                  8                       0
1965              7                  7                       0
1966              1                  0                       0
1967             10                  7                       0
1968              2                  2                       2
1969              4                  3                       2
1970              9                  7                       2
1971             10                  9                       0
1972              6                  2                       1
1973             10                  9                       1
1974              1                  0                       0
1975             20                  8                      11
1976             20                  9                       3
1979             11                  7                       4
1980              5                  2                       1
1981              4                  3                       1
1982              5                  2                       1
1985             10                  9                       9
1986             11                  8                       5
1987              2                  0                       1
1989             12                  8                       1
1992              2                  2                       0
1993             17                 14                      12
1994              1                  1                       0
1995             15                 13                       5
1996              2                  2                       1
1997              8                  3                       7
1998              4                  3                       1
1999              5                  3                       1
2000             13                  8                       5
2003              2                  2                       2
2007              3                  2                       1
2008             10                  7                       0
2009              9                  7                       8
2010              6                  2                       4
2012              1                  0                       0
2013              2                  2                       2
2014              7                  7                       1
2015             18                 16                       1
2016             14                 10                       5
2017             16                 11                       6
2018              5                  3                       0
2019              9                  8                       0
2020              4                  3                       1
2021              2                  2                       1
2022              6                  0                       1
2023              1                  0                       1
2024              9                  7                       3
2025              4                  2                       0
2026             13                 12                       1
2027              2                  2                       2
2031             22                  6                       4
2032             10                  9                       9
2034             20                  7                       0
2035              8                  7                       1
2036             15                 12                      11
2037              5                  4                       0
2038              4                  2                       1
2040              9                  0                       1
2041             10                  7                       1
2044              6                  3                       0
2045              6                  3                       0
2046              5                  3                       0
2048              2                  2                       2
2049             10                  2                       0
2051              5                  3                       0
2052              4                  3                       1
2053              4                  3                       0
2054              5                  4                       0
2055              3                  2                       2
2056             20                  9                       9
2057              9                  4                       1
2060              4                  2                       0
2061              5                  2                       0
2062              7                  7                       1
2064              6                  2                       0
2065              9                  6                       0
2068              4                  3                       1
     YearsWithCurrManager
1                       5
2                       7
4                       0
5                       0
7                       2
8                       6
10                      0
11                      0
12                      8
13                      7
14                      3
15                      8
16                      3
18                      2
19                      3
20                      8
21                      5
22                      0
23                      7
24                      2
26                      3
27                      3
28                     11
30                      0
31                      3
32                      8
33                      7
35                      2
36                     17
38                      1
39                      0
40                      3
41                      8
42                      0
45                      0
46                      4
47                      2
49                      2
51                      0
52                      3
53                      0
54                      0
55                      1
56                      7
57                      7
58                      8
60                      7
61                      0
62                      8
63                      1
64                      0
65                      2
68                      3
70                      3
72                      0
73                     12
74                      8
75                      2
76                      7
77                      7
78                      8
79                      9
80                      8
81                      9
83                      8
84                      2
85                      3
86                      0
88                      2
90                      0
91                      3
94                      4
95                      0
96                      9
97                      0
98                      8
100                     8
101                     0
102                     2
103                     2
104                     0
105                     4
106                     0
107                     9
110                     3
112                     2
113                     0
116                     3
117                     8
118                     7
119                    11
120                     0
121                     7
124                     5
125                     7
126                     3
128                     2
129                     4
131                     8
132                     2
133                     2
134                     0
137                     0
138                    10
139                     0
140                     2
141                     7
142                     3
143                     1
144                     0
145                     8
147                     6
148                     4
150                     2
151                     0
152                     3
153                     8
154                     8
155                     0
158                    12
159                     9
160                     7
161                     3
162                    15
163                     7
164                     3
165                     6
167                     0
169                     1
170                    11
171                     2
174                     1
175                     2
176                     7
177                     7
178                     1
179                     3
182                     9
183                     2
184                     7
190                     4
192                     3
193                     2
194                     4
195                     7
197                     2
198                     2
199                     7
200                     4
201                     0
202                    13
204                     6
205                     5
206                    15
207                     7
208                     9
211                     0
214                     0
215                    11
216                     2
217                     2
218                     2
221                     2
223                     4
224                     1
226                     4
227                     8
228                     4
230                     7
231                     4
233                     1
235                     0
238                     2
239                    10
240                     3
241                     2
242                     2
243                     0
244                     7
245                     1
246                     2
247                     2
248                     2
249                     2
250                     3
252                     6
253                     9
254                    15
256                     9
258                     0
259                     9
260                     3
261                     1
262                     2
264                     8
267                     7
269                     2
270                     2
271                     0
273                     7
274                     0
275                     7
277                     0
281                     7
282                     0
283                     9
284                     2
286                     7
287                     2
288                     3
291                     8
292                     8
293                     7
296                     7
297                     4
298                     0
299                     1
300                     5
302                     8
303                     5
304                     7
305                     1
306                     7
307                    13
308                     4
309                     0
311                     8
312                     1
314                     8
315                     1
316                     2
319                    15
321                     2
323                     6
325                     4
327                     9
328                     7
329                    12
330                     2
331                     2
332                     2
333                     2
334                     0
335                     7
336                     7
337                     2
338                     2
339                     9
340                     2
341                     2
342                     0
343                     8
346                     5
347                     2
349                     2
350                     2
351                     8
352                     9
353                     0
355                     4
359                     3
361                     5
362                     4
363                     7
364                     0
366                     0
367                     8
369                     5
372                    10
373                    11
374                    13
376                     9
377                     4
378                     1
379                     0
380                     2
381                     2
382                     7
384                     4
385                     6
386                     3
387                     6
388                     9
389                     8
390                     3
391                     7
392                     0
393                     2
394                     2
395                     2
396                     2
397                     7
399                     2
401                     4
403                     2
404                     8
405                     0
406                     9
407                     0
408                     2
410                     4
411                     0
412                     7
416                     7
417                     7
419                     8
420                     8
421                     1
422                     2
423                     3
424                     0
425                    11
426                     2
428                     8
429                    10
430                     7
431                     7
433                     7
434                     2
436                     9
437                     4
438                     7
439                     7
440                     2
441                     9
442                     9
444                     3
445                     0
446                     1
447                     1
448                     0
449                     4
450                     3
451                     0
452                     8
453                     2
454                     7
455                     2
456                     2
458                     7
460                     4
461                     9
462                    10
463                     7
464                    13
465                     2
466                     2
467                     0
468                     0
469                     2
470                     0
471                     7
473                     0
474                     7
475                     2
476                     7
477                     0
478                     2
479                     0
481                    12
482                     2
483                     7
484                     2
485                     0
486                     3
487                     0
488                     7
491                     3
492                     0
493                     2
494                     0
495                     2
496                     0
497                     4
498                     7
499                     0
500                     7
501                     2
502                     4
505                     2
507                     3
508                     0
510                     4
511                     2
513                     0
514                     0
515                    17
516                     3
517                     2
518                     1
520                     9
521                     0
522                     2
523                     2
524                    12
525                     2
526                     2
527                     3
529                     7
530                     2
531                     6
532                     7
533                     4
534                     7
536                     8
538                     2
543                     4
544                     2
546                     4
547                     2
548                     2
549                    10
550                     8
551                     4
554                     4
555                     0
556                     0
558                    12
560                     2
562                     4
564                     7
565                     1
566                     0
567                     8
568                     0
569                     7
571                     7
573                    11
574                     4
575                     1
577                     3
578                     0
579                     7
580                     2
581                     8
582                     7
584                     3
585                     2
586                     0
587                     0
590                     2
591                     0
592                     7
593                     2
595                     7
597                     7
599                    10
600                     9
601                    13
602                     7
604                     5
605                     8
606                     7
608                     0
611                     2
612                     5
613                     1
614                     0
615                     1
616                     7
618                     0
620                     3
621                     7
622                     0
623                     2
624                     2
625                     8
626                     7
630                     9
631                     2
632                     1
634                     0
635                     3
638                     9
639                     4
641                     4
643                     0
644                     7
645                     6
647                     2
648                     0
649                     3
650                     2
652                     2
653                     7
655                     3
656                     0
657                     0
659                     2
661                     0
662                     0
663                     7
664                     2
665                     2
666                     6
667                     2
669                     2
671                     1
675                     2
677                     2
679                     5
680                     0
682                    10
683                     8
684                     0
686                     2
689                     8
690                     2
691                     8
692                     7
698                     1
699                     2
700                     1
701                     1
702                     7
704                     0
705                     2
707                     2
709                     5
710                     8
712                     2
714                     4
715                     0
716                     8
717                     7
720                     0
721                    10
722                     8
723                     3
724                     8
725                     7
727                     7
728                     7
729                    12
730                     3
731                     6
732                     2
733                     7
734                    10
738                     2
741                     7
742                     5
743                     0
744                     4
746                    13
747                     7
749                     0
752                     2
754                     2
757                     3
758                     2
760                     6
762                     1
763                     3
764                     7
766                     2
769                     2
771                     0
772                     7
773                     1
775                     0
776                    16
780                     8
781                     4
783                     1
784                     2
785                     3
786                     4
787                     4
789                     9
791                     2
792                     0
793                     1
796                     2
797                     3
799                     4
800                     1
802                     3
803                    12
804                     3
805                     2
806                     2
807                     7
808                     2
809                     9
811                     0
812                     0
813                     4
815                     3
816                     0
817                     7
819                     2
820                     0
823                     5
824                     7
825                     8
826                     2
827                     2
828                     1
829                     4
830                     8
832                     0
833                     0
834                     0
836                     8
837                     2
838                     3
840                     7
842                     3
843                     0
844                     8
845                     6
846                     5
847                     2
848                     7
850                     0
851                    17
852                     3
854                     1
855                     8
856                     1
857                    11
859                     3
861                     3
862                     4
864                     2
865                     3
867                     0
868                     0
869                     4
872                     2
874                     2
875                     2
878                     3
879                     3
880                    15
881                     8
882                     2
885                     3
887                     2
888                     4
889                     3
893                     2
894                     3
895                     2
896                     2
897                     2
899                     8
900                     0
901                     8
902                     2
903                     7
904                     9
905                     7
909                     4
910                     3
911                     1
912                     3
913                     1
916                     2
918                     0
920                     0
922                     2
923                     0
924                    11
925                     2
926                     2
927                     0
930                     2
932                     2
933                     0
934                     0
936                     3
939                     2
940                     4
941                     2
942                     7
944                     7
945                     0
947                     0
949                     1
950                    11
951                     2
952                     0
954                     0
956                     7
957                    17
958                     9
959                     0
960                     0
961                     5
964                     0
966                     3
967                     7
969                     4
970                     7
972                     8
974                     2
975                     0
976                     8
977                     0
981                     2
982                     7
983                     3
984                     8
985                     7
986                     0
987                     7
990                     7
991                     2
992                     0
994                     0
995                     2
996                     2
997                     3
998                     2
999                    11
1001                    2
1002                    8
1003                    7
1004                    1
1005                    5
1006                    2
1007                    7
1009                    2
1010                    2
1011                    3
1012                    0
1013                    8
1014                    1
1015                    7
1016                    0
1017                    2
1018                    3
1019                    1
1022                    2
1024                    8
1025                    1
1026                    8
1027                    2
1028                    2
1029                    0
1030                    0
1032                    3
1033                    0
1034                    7
1035                   10
1036                    0
1037                    2
1038                    9
1039                   11
1040                   13
1042                   14
1043                    8
1044                    2
1045                    1
1046                    7
1047                    9
1048                    4
1049                    4
1050                   12
1052                    0
1053                    2
1055                    0
1056                    0
1060                    2
1061                    7
1062                    1
1066                    5
1068                    3
1069                    2
1070                    0
1071                    3
1073                    8
1074                    2
1076                    0
1077                    2
1079                    0
1080                    7
1081                    7
1082                    9
1083                    3
1084                    2
1085                    8
1088                    9
1092                    1
1094                    2
1096                    2
1097                    7
1098                    6
1099                    2
1100                    7
1101                    8
1102                    2
1103                    4
1105                    0
1106                    6
1107                    0
1108                    2
1109                    7
1111                    0
1113                    0
1114                    2
1115                    0
1116                    1
1117                   12
1118                    0
1119                    7
1120                    7
1121                    7
1124                    9
1125                    0
1126                    1
1127                    5
1128                    9
1131                    2
1132                    3
1133                    9
1135                    2
1136                    4
1137                    2
1138                    3
1140                    2
1143                    1
1148                    0
1150                    2
1152                    0
1154                    2
1156                    0
1157                    3
1158                    0
1160                    2
1161                    3
1162                    2
1163                    3
1164                    4
1165                   10
1166                   13
1167                   14
1171                    5
1172                    7
1173                    2
1175                    0
1177                    7
1179                    4
1180                    0
1182                    4
1184                    9
1185                    2
1188                    3
1190                    0
1191                    2
1192                    8
1193                    0
1195                    2
1196                   11
1198                    2
1200                    2
1201                    7
1202                    3
1203                    0
1204                    9
1206                    0
1207                    4
1210                    0
1211                    3
1212                    0
1215                    2
1216                    3
1217                    3
1218                    7
1219                    0
1220                    1
1221                    7
1224                    9
1225                   17
1226                    2
1228                    4
1231                    3
1233                    9
1234                    2
1235                    7
1237                    7
1238                   10
1239                    3
1240                    1
1241                    7
1242                    0
1243                   12
1244                    8
1245                    4
1246                    7
1248                    0
1249                    2
1250                    9
1251                    1
1252                    8
1254                    5
1255                    7
1256                    0
1257                    7
1258                    0
1259                    3
1260                    0
1263                    0
1264                    7
1265                    0
1267                   10
1268                    8
1269                    1
1270                    1
1273                    0
1275                    2
1277                   11
1278                    0
1279                    2
1280                    8
1281                    2
1282                   10
1283                    4
1285                   10
1286                    2
1288                   13
1289                    8
1291                    2
1292                    0
1293                   17
1294                   12
1295                    5
1296                    2
1297                    7
1298                    7
1299                    7
1301                    2
1303                    1
1304                    8
1306                    0
1307                    2
1308                    2
1309                    1
1310                    3
1311                    7
1312                    7
1314                    7
1315                    5
1317                    2
1318                    0
1319                    7
1321                    8
1322                    7
1324                    6
1329                    9
1331                    2
1333                    2
1334                   10
1336                   11
1338                    7
1340                    0
1344                    6
1346                    8
1349                    7
1350                    1
1352                   10
1355                    7
1356                    6
1358                    2
1360                    9
1361                    3
1362                   13
1363                    8
1364                    0
1367                    3
1368                    0
1369                    0
1371                    0
1372                    8
1373                    9
1374                    0
1375                    8
1377                    7
1379                    0
1380                    2
1382                    3
1383                   11
1387                    4
1389                    7
1390                    4
1391                    2
1392                    3
1394                    3
1395                    2
1396                    2
1397                    5
1399                    2
1401                    2
1402                    8
1403                    4
1405                    7
1407                    1
1408                    9
1409                    4
1411                    2
1412                    2
1415                    2
1417                    7
1419                    9
1420                    3
1421                    7
1422                    7
1423                    5
1424                    0
1425                    1
1427                    0
1428                    2
1430                    0
1431                    3
1433                    0
1434                    4
1435                    8
1436                    2
1438                    2
1439                    2
1440                    3
1441                    0
1443                    6
1445                    3
1446                    3
1447                    2
1448                    3
1449                    7
1453                    9
1457                    3
1458                    0
1459                    7
1460                    7
1461                    2
1464                    2
1465                    2
1466                    2
1467                    2
1468                    8
1469                    3
1471                    3
1472                    8
1473                    2
1474                    2
1475                    3
1477                    3
1478                   12
1479                    2
1480                    8
1481                    0
1482                    0
1483                    8
1484                    7
1485                    9
1486                    2
1487                    0
1489                   10
1492                    0
1494                    0
1495                    0
1496                    2
1497                    4
1499                    3
1501                    2
1502                    2
1503                    2
1504                    0
1506                    0
1507                    3
1509                    2
1513                    2
1514                    7
1515                    0
1516                    0
1520                   12
1522                    7
1523                   17
1525                    2
1527                    1
1529                    3
1533                    2
1534                    0
1535                    6
1537                    7
1539                    9
1541                    7
1542                    0
1543                    7
1544                    7
1545                    2
1546                    3
1547                    9
1548                    1
1549                    7
1550                    7
1551                    0
1552                    2
1553                    7
1554                    2
1555                    5
1556                    2
1557                    7
1558                    0
1560                    2
1562                    7
1563                    2
1564                    2
1568                    3
1569                    0
1572                    9
1573                    4
1574                    2
1576                    6
1577                    0
1578                   13
1580                    1
1581                    0
1582                    7
1583                    2
1585                    0
1586                    5
1587                    4
1588                    6
1590                    3
1591                    0
1592                    2
1594                    2
1595                    1
1596                    8
1597                    7
1598                    2
1599                    2
1601                    1
1602                   12
1604                    0
1605                    3
1606                   13
1607                    2
1608                   10
1609                    1
1611                    4
1612                    5
1613                    3
1614                    1
1615                    2
1617                    4
1618                    7
1619                    7
1621                   10
1622                    0
1623                    2
1624                    0
1625                    0
1627                    7
1628                   12
1630                    9
1631                    2
1633                    8
1635                    9
1638                    2
1639                    0
1640                    7
1641                    3
1642                    2
1644                    2
1645                    2
1646                    3
1647                    2
1648                    2
1649                    3
1650                    4
1651                    2
1653                    7
1654                    0
1655                    2
1656                   11
1657                    2
1658                    9
1659                    3
1661                   12
1662                    2
1664                    4
1665                    7
1666                   11
1667                    7
1668                    9
1669                    9
1670                    4
1671                    6
1673                    2
1674                    2
1675                    3
1676                    2
1677                    0
1678                    2
1680                    2
1681                    2
1682                    2
1683                    2
1684                    2
1687                    0
1689                    2
1691                    7
1692                    0
1693                    7
1694                    2
1696                   13
1697                    0
1698                   13
1700                    3
1701                    7
1702                    2
1703                    7
1704                    4
1706                    8
1707                    4
1708                    7
1709                    2
1710                    7
1712                    4
1714                    0
1716                   10
1718                    2
1719                    6
1720                    3
1721                    3
1722                    2
1724                    0
1725                    2
1727                    9
1728                    7
1729                    8
1731                    0
1732                    3
1733                    2
1734                    0
1735                    2
1736                    4
1737                    8
1739                    2
1740                    8
1744                    3
1745                    7
1746                    1
1747                    2
1749                    2
1751                    4
1752                    2
1753                    2
1754                    7
1755                    2
1756                    7
1757                    4
1758                    0
1760                    5
1761                    0
1762                    0
1763                    7
1764                    7
1766                    0
1767                    0
1768                    4
1770                    0
1771                    7
1772                    4
1774                    7
1775                    2
1778                    8
1779                    2
1780                    0
1782                    4
1783                    0
1784                    7
1786                    2
1787                    3
1789                    2
1790                    7
1792                    3
1794                    7
1797                    7
1798                    6
1799                    3
1800                    2
1801                    2
1802                    2
1803                    0
1804                    7
1805                    8
1807                    7
1809                    8
1812                    2
1813                    2
1814                    2
1815                    5
1816                    2
1818                    4
1821                    7
1822                    3
1823                    8
1824                   14
1826                    3
1827                   10
1829                    7
1830                    7
1833                    2
1834                    2
1835                    3
1836                    2
1837                    2
1839                    0
1842                    0
1844                    0
1845                    7
1847                    0
1849                    7
1850                    2
1852                   10
1853                    0
1854                    3
1856                    0
1857                    7
1858                    2
1859                    6
1860                    0
1862                    2
1863                    8
1864                    8
1865                    0
1866                   14
1867                    9
1868                    0
1869                    7
1870                    3
1871                    2
1873                    4
1875                    0
1876                    0
1878                    0
1880                    7
1881                    2
1882                    0
1883                    2
1885                    4
1886                    2
1888                    8
1890                    8
1892                   16
1893                    0
1898                    7
1900                    7
1903                    2
1905                    0
1907                    0
1908                    3
1909                    4
1911                    7
1912                    4
1915                    1
1916                    2
1918                    7
1922                    3
1924                    9
1927                    7
1928                    0
1929                    2
1931                    2
1932                   11
1933                    2
1934                    7
1935                    0
1936                    9
1937                    7
1938                    0
1939                    3
1940                    3
1941                    3
1943                    0
1944                    0
1945                    4
1947                    4
1948                    3
1949                    2
1950                    1
1951                    1
1952                    6
1954                    2
1955                    2
1956                    7
1960                    3
1961                    0
1962                    9
1965                    7
1966                    0
1967                    8
1968                    2
1969                    3
1970                    8
1971                    9
1972                    2
1973                    4
1974                    0
1975                   10
1976                    7
1979                    8
1980                    4
1981                    2
1982                    4
1985                    4
1986                   10
1987                    2
1989                    7
1992                    2
1993                   11
1994                    0
1995                    8
1996                    2
1997                    7
1998                    2
1999                    0
2000                   12
2003                    2
2007                    2
2008                    8
2009                    1
2010                    1
2012                    0
2013                    2
2014                    7
2015                   11
2016                    7
2017                    8
2018                    4
2019                    0
2020                    2
2021                    2
2022                    3
2023                    0
2024                    4
2025                    2
2026                    9
2027                    2
2031                   14
2032                    8
2034                   10
2035                    7
2036                   11
2037                    4
2038                    2
2040                    7
2041                    9
2044                    1
2045                    0
2046                    1
2048                    2
2049                    2
2051                    2
2052                    1
2053                    3
2054                    4
2055                    0
2056                    6
2057                    7
2060                    0
2061                    3
2062                    7
2064                    3
2065                    8
2068                    2

The end

RLadies Utrecht & RLadies Den Bosch, Boookclub HOMLR